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library(tidyverse)
## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.2 ──
## ✔ ggplot2 3.3.6     ✔ purrr   0.3.4
## ✔ tibble  3.1.8     ✔ dplyr   1.0.9
## ✔ tidyr   1.2.0     ✔ stringr 1.4.1
## ✔ readr   2.1.2     ✔ forcats 0.5.2
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag()    masks stats::lag()
data <- data.frame(read.csv("dataset.csv"))

# Extracting the variables we need from the data set
brainData <- select(data, -c('id'))
head(brainData)
##   gender age hypertension heart_disease ever_married    work_type
## 1   Male   3            0             0           No     children
## 2   Male  58            1             0          Yes      Private
## 3 Female   8            0             0           No      Private
## 4 Female  70            0             0          Yes      Private
## 5   Male  14            0             0           No Never_worked
## 6 Female  47            0             0          Yes      Private
##   Residence_type avg_glucose_level  bmi  smoking_status stroke
## 1          Rural             95.12 18.0                      0
## 2          Urban             87.96 39.2    never smoked      0
## 3          Urban            110.89 17.6                      0
## 4          Rural             69.04 35.9 formerly smoked      0
## 5          Rural            161.28 19.1                      0
## 6          Urban            210.95 50.1                      0
str(brainData)
## 'data.frame':    43400 obs. of  11 variables:
##  $ gender           : chr  "Male" "Male" "Female" "Female" ...
##  $ age              : num  3 58 8 70 14 47 52 75 32 74 ...
##  $ hypertension     : int  0 1 0 0 0 0 0 0 0 1 ...
##  $ heart_disease    : int  0 0 0 0 0 0 0 1 0 0 ...
##  $ ever_married     : chr  "No" "Yes" "No" "Yes" ...
##  $ work_type        : chr  "children" "Private" "Private" "Private" ...
##  $ Residence_type   : chr  "Rural" "Urban" "Urban" "Rural" ...
##  $ avg_glucose_level: num  95.1 88 110.9 69 161.3 ...
##  $ bmi              : num  18 39.2 17.6 35.9 19.1 50.1 17.7 27 32.3 54.6 ...
##  $ smoking_status   : chr  "" "never smoked" "" "formerly smoked" ...
##  $ stroke           : int  0 0 0 0 0 0 0 0 0 0 ...

Converting categorical variables as factor

#gender,hypertension,heart_disease,ever_married,work_type,Residence_type,smoking_status,stroke
brainData$gender = factor(brainData$gender)
brainData$hypertension = factor(brainData$hypertension)
brainData$heart_disease = factor(brainData$heart_disease)
brainData$ever_married = factor(brainData$ever_married)
brainData$work_type = factor(brainData$work_type)
brainData$Residence_type = factor(brainData$Residence_type)
brainData$smoking_status = factor(brainData$smoking_status)
brainData$stroke = factor(brainData$stroke)
str(brainData)
## 'data.frame':    43400 obs. of  11 variables:
##  $ gender           : Factor w/ 3 levels "Female","Male",..: 2 2 1 1 2 1 1 1 1 1 ...
##  $ age              : num  3 58 8 70 14 47 52 75 32 74 ...
##  $ hypertension     : Factor w/ 2 levels "0","1": 1 2 1 1 1 1 1 1 1 2 ...
##  $ heart_disease    : Factor w/ 2 levels "0","1": 1 1 1 1 1 1 1 2 1 1 ...
##  $ ever_married     : Factor w/ 2 levels "No","Yes": 1 2 1 2 1 2 2 2 2 2 ...
##  $ work_type        : Factor w/ 5 levels "children","Govt_job",..: 1 4 4 4 3 4 4 5 4 5 ...
##  $ Residence_type   : Factor w/ 2 levels "Rural","Urban": 1 2 2 1 1 2 2 1 1 2 ...
##  $ avg_glucose_level: num  95.1 88 110.9 69 161.3 ...
##  $ bmi              : num  18 39.2 17.6 35.9 19.1 50.1 17.7 27 32.3 54.6 ...
##  $ smoking_status   : Factor w/ 4 levels "","formerly smoked",..: 1 3 1 2 1 1 2 3 4 3 ...
##  $ stroke           : Factor w/ 2 levels "0","1": 1 1 1 1 1 1 1 1 1 1 ...
brainData$bmi[is.na(brainData$bmi)] <- median(brainData$bmi, na.rm = T) #replacing NA values with median of the remaining bmi values.
corr_brain <- select_if(brainData, is.numeric)
head(corr_brain)
##   age avg_glucose_level  bmi
## 1   3             95.12 18.0
## 2  58             87.96 39.2
## 3   8            110.89 17.6
## 4  70             69.04 35.9
## 5  14            161.28 19.1
## 6  47            210.95 50.1
library("corrplot")
## corrplot 0.92 loaded
#cor_mat <- cor(corr_brain)
#corrplot(cor_mat,method="number")
#pairs(brainData)
library(ggplot2)
ggplot(brainData, aes(y=avg_glucose_level, x=stroke)) + 
  geom_boxplot() + 
  geom_boxplot( colour="orange", fill="#7777cc", outlier.colour="red", outlier.shape=4, outlier.size=2) +
  labs(title="outlier in avg glucose level  not due to stroke`", x="", y = "avg glucose level")

ggplot(brainData, aes(y=bmi, x=stroke)) + 
  geom_boxplot() + 
  geom_boxplot( colour="orange", fill="#7777cc", outlier.colour="red", outlier.shape=4, outlier.size=2) +
  labs(title="outlier in bmi  not due to stroke`", x="", y = "bmi")

avg glucose level of people with stroke is higher than the max of people without stroke

ggplot(data=brainData, aes(bmi)) + 
  geom_histogram(breaks=seq(66, 86, by = 1), 
                 col="red", 
                 fill="blue", 
                 alpha = .7) + # opacity
  labs(x="bmi", y="Frequency") +
  labs(title="bmi histogram using `ggplot`") 

ggplot(data=brainData, aes(age)) + 
  geom_histogram(breaks=seq(66, 86, by = 1), 
                 col="red", 
                 fill="blue", 
                 alpha = .7) + # opacity
  labs(x="age", y="Frequency") +
  labs(title="bmi age using `ggplot`") 

#bmi
ggplot(data = brainData, mapping = aes(x = work_type, y = bmi)) +
  geom_boxplot()

ggplot(data = brainData, mapping = aes(x = Residence_type, y = bmi)) +
  geom_boxplot()

ggplot(data = brainData, mapping = aes(x = ever_married, y = bmi)) +
  geom_boxplot()

ggplot(data = brainData, mapping = aes(x = smoking_status, y = bmi)) +
  geom_boxplot()

ggplot(data = brainData, mapping = aes(x = hypertension, y = bmi)) +
  geom_boxplot()

#avg_glucose_level
ggplot(data = brainData, mapping = aes(x = work_type, y = avg_glucose_level)) +
  geom_boxplot()

ggplot(data = brainData, mapping = aes(x = Residence_type, y = avg_glucose_level)) +
  geom_boxplot()

ggplot(data = brainData, mapping = aes(x = ever_married, y = avg_glucose_level)) +
  geom_boxplot()

ggplot(data = brainData, mapping = aes(x = smoking_status, y = avg_glucose_level)) +
  geom_boxplot()

#hypertension high => high avg bloood sugar
ggplot(data = brainData, mapping = aes(x = hypertension, y = avg_glucose_level)) +
  geom_boxplot()

qqnorm(brainData$age, main="Q-Q plot of age", col="blue", ylab="age quantiles")
qqline(brainData$age)

qqnorm(brainData$bmi, main="Q-Q plot of bmi", col="blue", ylab="bmi quantiles")
qqline(brainData$bmi)

qqnorm(brainData$avg_glucose_level, main="Q-Q plot of avg_glucose_level", col="blue", ylab="avg_glucose_level quantiles")
qqline(brainData$avg_glucose_level)

summary(brainData)
##     gender           age        hypertension heart_disease ever_married
##  Female:25665   Min.   : 0.08   0:39339      0:41338       No :15462   
##  Male  :17724   1st Qu.:24.00   1: 4061      1: 2062       Yes:27938   
##  Other :   11   Median :44.00                                          
##                 Mean   :42.22                                          
##                 3rd Qu.:60.00                                          
##                 Max.   :82.00                                          
##          work_type     Residence_type avg_glucose_level      bmi       
##  children     : 6156   Rural:21644    Min.   : 55.00    Min.   :10.10  
##  Govt_job     : 5440   Urban:21756    1st Qu.: 77.54    1st Qu.:23.40  
##  Never_worked :  177                  Median : 91.58    Median :27.70  
##  Private      :24834                  Mean   :104.48    Mean   :28.57  
##  Self-employed: 6793                  3rd Qu.:112.07    3rd Qu.:32.60  
##                                       Max.   :291.05    Max.   :97.60  
##          smoking_status  stroke   
##                 :13292   0:42617  
##  formerly smoked: 7493   1:  783  
##  never smoked   :16053            
##  smokes         : 6562            
##                                   
## 

Number of NA values in bmi: 1462
Number of NA values in smoking_status: 13292

library(ggplot2)
ggplot(data=brainData, aes(bmi)) +
geom_histogram(col="black",
fill="blue") +
labs(x="bmi", y="frequency") +
labs(title="plot of bmi")
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

tempdf <- subset(brainData, !is.na(bmi))  # removing NA values from bmi and storing it in tempdf
density_bmi <- density(tempdf$bmi)
plot(density_bmi)

ggplot(data = tempdf, mapping = aes(y = bmi)) +
  geom_boxplot() + geom_boxplot( colour="black", fill="#7777cc", outlier.colour="red", outlier.shape=8, outlier.size=2)

From the boxplot, we can see that there are multiple outliers.

#install.packages("moments")
library(moments)

skewness(tempdf$bmi)
## [1] 0.9255164

From the density curve and skewness value, BMI is rightly skewed. So mean is not the right central tendency to fill NA values in BMI. We will NA values in BMI using median of the data. Note: Negative skewness value indicates left skewed and positive skewness value indicates right skewed. The rule of thumb seems to be:

If the skewness is between -0.5 and 0.5, the data are fairly symmetrical If the skewness is between -1 and – 0.5 or between 0.5 and 1, the data are moderately skewed If the skewness is less than -1 or greater than 1, the data are highly skewed

brainData$bmi[is.na(brainData$bmi)] <- median(brainData$bmi, na.rm = T) #replacing NA values with median of the remaining bmi values.
summary(brainData)
##     gender           age        hypertension heart_disease ever_married
##  Female:25665   Min.   : 0.08   0:39339      0:41338       No :15462   
##  Male  :17724   1st Qu.:24.00   1: 4061      1: 2062       Yes:27938   
##  Other :   11   Median :44.00                                          
##                 Mean   :42.22                                          
##                 3rd Qu.:60.00                                          
##                 Max.   :82.00                                          
##          work_type     Residence_type avg_glucose_level      bmi       
##  children     : 6156   Rural:21644    Min.   : 55.00    Min.   :10.10  
##  Govt_job     : 5440   Urban:21756    1st Qu.: 77.54    1st Qu.:23.40  
##  Never_worked :  177                  Median : 91.58    Median :27.70  
##  Private      :24834                  Mean   :104.48    Mean   :28.57  
##  Self-employed: 6793                  3rd Qu.:112.07    3rd Qu.:32.60  
##                                       Max.   :291.05    Max.   :97.60  
##          smoking_status  stroke   
##                 :13292   0:42617  
##  formerly smoked: 7493   1:  783  
##  never smoked   :16053            
##  smokes         : 6562            
##                                   
## 

correlation plot for Numeric Variables :

corr_brain <- select_if(brainData, is.numeric)
head(corr_brain)
##   age avg_glucose_level  bmi
## 1   3             95.12 18.0
## 2  58             87.96 39.2
## 3   8            110.89 17.6
## 4  70             69.04 35.9
## 5  14            161.28 19.1
## 6  47            210.95 50.1
library("corrplot")
cor_mat <- cor(corr_brain)
corrplot(cor_mat,method="number")

Correlation plot for Factor variables

library(tidyverse)
df_character <- select_if(brainData, is.factor)
head(df_character)
##   gender hypertension heart_disease ever_married    work_type Residence_type
## 1   Male            0             0           No     children          Rural
## 2   Male            1             0          Yes      Private          Urban
## 3 Female            0             0           No      Private          Urban
## 4 Female            0             0          Yes      Private          Rural
## 5   Male            0             0           No Never_worked          Rural
## 6 Female            0             0          Yes      Private          Urban
##    smoking_status stroke
## 1                      0
## 2    never smoked      0
## 3                      0
## 4 formerly smoked      0
## 5                      0
## 6                      0
#plot_correlation(df_character)
#M = cor(corr_brain)
#corrplot(M, method = 'number') # colorful number
#plot_c

Data Analysis for average glucose level

get_box_stats <- function(y, upper_limit = max(brainData$avg_glucose_level) * 1.15) {
  return(data.frame(
    y = 0.95 * upper_limit,
    label = paste(
      "Count =", length(y), "\n",
      "Mean =", round(mean(y), 2), "\n",
      "Median =", round(median(y), 2), "\n"
    )
  ))
}


ggplot(brainData, aes(x = stroke, y = avg_glucose_level, fill = stroke)) +
  geom_boxplot() +
  scale_fill_manual(values = c("#0099f8", "#e74c3c", "#2ecc71")) +
  stat_summary(fun.data = get_box_stats, geom = "text", hjust = 0.5, vjust = 0.9) +
  theme_classic()

get_box_stats_smoking <- function(y, upper_limit = max(brainData$avg_glucose_level) * 1.15) {
  return(data.frame(
    y = 0.95 * upper_limit,
    label = paste(
      "Count =", length(y), "\n",
      "Mean =", round(mean(y), 2), "\n",
      "Median =", round(median(y), 2), "\n"
    )
  ))
}


ggplot(brainData, aes(x = smoking_status, y = avg_glucose_level, fill = stroke)) +
  geom_boxplot() +
  scale_fill_manual(values = c("#0099f8", "#e74c3c", "#2ecc71","#2ecc71")) +
  stat_summary(fun.data = get_box_stats_smoking, geom = "text", hjust = 0.5, vjust = 0.9) +
  theme_classic()

# Basic Scatterplot Matrix
pairs(~avg_glucose_level+bmi+age,data=brainData,
   main="Simple Scatterplot Matrix")

# plot the distribution of salaries 
# by rank using kernel density plots
ggplot(brainData, 
       aes(x = avg_glucose_level, 
           fill = stroke)) +
  geom_density(alpha = 0.4) +
  labs(title = "avg glucose level distribution by rank")

ggplot(brainData, 
       aes(x = avg_glucose_level, 
           fill = smoking_status)) +
  geom_density(alpha = 0.4) +
  labs(title = "avg glucose level distribution by rank")

ggplot(brainData, 
       aes(x = avg_glucose_level, 
           fill = Residence_type)) +
  geom_density(alpha = 0.4) +
  labs(title = "avg glucose level distribution by rank")

library(ggcorrplot)
model.matrix(~0+., data=brainData) %>% 
  cor(use="pairwise.complete.obs") %>% 
  ggcorrplot(show.diag = F, type="lower", lab=TRUE, lab_size=2)

checking smoking status Based on the correlation matrix, smoked is closely related to age, work_type=private Never Smoke closely related to age, ever_married =yes,private, bmi fSMOKE bmi, married=yes, age

smoked_private_yes_dataset <- subset(brainData, work_type=="Private" & ever_married=="Yes" )
smoked_private_no_dataset <- subset(brainData, work_type=="Private" & ever_married=="No" )
ggplot(smoked_private_yes_dataset, 
       aes(x = age, 
           fill =smoking_status )) +
  geom_density(alpha = 0.4) +
  labs(title = "age and smoking status evrmarried=yes ")

ggplot(smoked_private_no_dataset, 
       aes(x = age, 
           fill =smoking_status )) +
  geom_density(alpha = 0.4) +
  labs(title = "age and smoking status evrmarried=no ") #age <25 => formerly smokes 

#30-40 : smokes
#40-80 : formerly smokes
#could be marked as formerly smokes
library(ggplot2)
#data(Salaries, package="carData")

# plot experience vs. salary 
# (color represents rank and size represents service)
ggplot(brainData, 
       aes(x = bmi, 
           y = age, 
           size = ever_married, 
           color = smoking_status)) +
  geom_point(alpha = .6) +
  labs(title = "Academic salary by rank, years of service, and years since degree")
## Warning: Using size for a discrete variable is not advised.

missing_smoke <- subset(brainData, smoking_status=="" & age < 10)
less_30 <- subset(brainData, age < 30)
missing_smoke
##       gender  age hypertension heart_disease ever_married     work_type
## 1       Male 3.00            0             0           No      children
## 3     Female 8.00            0             0           No       Private
## 34    Female 3.00            0             0           No      children
## 43      Male 4.00            0             0           No      children
## 80      Male 8.00            0             0           No      children
## 117   Female 0.64            0             0           No      children
## 123   Female 4.00            0             0           No      children
## 130   Female 0.88            0             0           No      children
## 134     Male 4.00            0             0           No      children
## 137     Male 5.00            0             0           No      children
## 138     Male 4.00            0             0           No      children
## 155   Female 5.00            0             0           No      children
## 165     Male 7.00            0             0           No Self-employed
## 171   Female 3.00            0             0           No      children
## 180   Female 5.00            0             0           No      children
## 192   Female 2.00            0             0           No      children
## 215   Female 7.00            0             0           No      children
## 238     Male 9.00            0             0           No      children
## 251     Male 5.00            0             0           No      children
## 282   Female 5.00            0             0           No      children
## 305     Male 9.00            0             0           No      children
## 313     Male 5.00            0             0           No      children
## 317     Male 5.00            0             0           No      children
## 322   Female 1.80            0             0           No      children
## 324   Female 0.32            0             0           No      children
## 344     Male 5.00            0             0           No      children
## 357   Female 1.08            0             0           No      children
## 365     Male 5.00            0             0           No      children
## 367   Female 1.80            0             0           No      children
## 369     Male 7.00            0             0           No      children
## 417   Female 9.00            0             0           No      children
## 418   Female 4.00            0             0           No      children
## 445   Female 2.00            0             0           No      children
## 446   Female 1.80            0             0           No      children
## 484     Male 9.00            0             0           No      children
## 492     Male 9.00            0             0           No      children
## 495     Male 6.00            0             0           No      children
## 504   Female 9.00            0             0           No      children
## 512     Male 2.00            0             0           No      children
## 515   Female 1.16            0             0           No      children
## 542     Male 7.00            0             0           No      children
## 545     Male 2.00            0             0           No      children
## 576   Female 5.00            0             0           No      children
## 593     Male 2.00            0             0           No      children
## 596     Male 5.00            0             0           No      children
## 603   Female 9.00            0             0           No      children
## 607     Male 1.00            0             0           No      children
## 613   Female 1.40            0             0           No      children
## 619     Male 2.00            0             0           No      children
## 641   Female 3.00            0             0           No      children
## 658   Female 4.00            0             0           No      children
## 678   Female 1.72            0             0           No      children
## 684     Male 8.00            0             0           No      children
## 687   Female 8.00            0             0           No      children
## 690   Female 7.00            0             0           No      children
## 716     Male 1.00            0             0           No      children
## 718     Male 6.00            0             0           No      children
## 722   Female 3.00            0             0           No      children
## 726   Female 5.00            0             0           No      children
## 742   Female 7.00            0             0           No      children
## 745   Female 9.00            0             0           No      children
## 747     Male 0.88            0             0           No      children
## 752   Female 2.00            0             0           No      children
## 761     Male 1.40            0             0           No      children
## 762     Male 0.24            0             0           No      children
## 765     Male 4.00            0             0           No      children
## 772   Female 6.00            0             0           No      children
## 776     Male 9.00            0             0           No      children
## 800   Female 8.00            0             0           No      children
## 816   Female 5.00            0             0           No      children
## 825     Male 9.00            0             0           No      children
## 838     Male 5.00            0             0           No      children
## 843     Male 8.00            0             0           No      children
## 862   Female 0.32            0             0           No      children
## 870     Male 1.64            0             0           No      children
## 892     Male 3.00            0             0           No      children
## 902     Male 2.00            0             0           No      children
## 904     Male 1.56            0             0           No      children
## 907     Male 1.72            0             0           No      children
## 915   Female 7.00            0             0           No      children
## 925     Male 4.00            0             0           No      children
## 929   Female 3.00            0             0           No      children
## 952   Female 2.00            0             0           No      children
## 955   Female 2.00            0             0           No      children
## 964   Female 3.00            0             0           No      children
## 976   Female 0.72            0             0           No      children
## 988     Male 1.88            0             0           No      children
## 993     Male 8.00            0             0           No      children
## 1001    Male 3.00            0             0           No      children
## 1013  Female 3.00            0             0           No      children
## 1014  Female 1.24            0             0           No      children
## 1016    Male 2.00            0             0           No      children
## 1021    Male 4.00            0             0           No      children
## 1022    Male 2.00            0             0           No      children
## 1048  Female 6.00            0             0           No      children
## 1052    Male 8.00            0             0           No      children
## 1058    Male 8.00            0             0           No      children
## 1069  Female 5.00            0             0           No      children
## 1072    Male 5.00            0             0           No      children
## 1083  Female 3.00            0             0           No      children
## 1088    Male 0.80            0             0           No      children
## 1129    Male 6.00            0             0           No      children
## 1130    Male 4.00            0             0           No      children
## 1137    Male 1.08            0             0           No      children
## 1142  Female 3.00            0             0           No      children
## 1143    Male 2.00            0             0           No      children
## 1165  Female 2.00            0             0           No      children
## 1181    Male 6.00            0             0           No      children
## 1194    Male 9.00            0             0           No      children
## 1197  Female 5.00            0             0           No      children
## 1199  Female 6.00            0             0           No      children
## 1203    Male 2.00            0             0           No      children
## 1205    Male 1.00            0             0           No      children
## 1215  Female 3.00            0             0           No      children
## 1219    Male 9.00            0             0           No      children
## 1224  Female 2.00            0             0           No      children
## 1241    Male 8.00            0             0           No      children
## 1245    Male 7.00            0             0           No      children
## 1257    Male 2.00            0             0           No      children
## 1258  Female 3.00            0             0           No      children
## 1260    Male 1.88            0             0           No      children
## 1262  Female 5.00            0             0           No      children
## 1267    Male 2.00            0             0           No      children
## 1273  Female 1.24            0             0           No      children
## 1324    Male 4.00            0             0           No      children
## 1331    Male 5.00            0             0           No      children
## 1341    Male 8.00            0             0           No      children
## 1363    Male 2.00            0             0           No      children
## 1376    Male 0.40            0             0           No      children
## 1385  Female 1.24            0             0           No      children
## 1390  Female 0.08            0             0           No      children
## 1395  Female 7.00            0             0           No      children
## 1409  Female 1.48            0             0           No      children
## 1410    Male 2.00            0             0           No      children
## 1424  Female 6.00            0             0           No      children
## 1443  Female 3.00            0             0           No      children
## 1445  Female 8.00            0             0           No      children
## 1461    Male 6.00            0             0           No      children
## 1478    Male 8.00            0             0           No      children
## 1479    Male 3.00            0             0           No      children
## 1491    Male 8.00            0             0           No      children
## 1536    Male 1.72            0             0           No      children
## 1543    Male 5.00            0             0           No      children
## 1555    Male 4.00            0             0           No      children
## 1562    Male 2.00            0             0           No      children
## 1573    Male 1.00            0             0           No      children
## 1587  Female 0.64            0             0           No      children
## 1603  Female 8.00            0             0           No      children
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## 39118   Male 3.00            0             0           No      children
## 39128   Male 6.00            0             0           No      children
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## 39159   Male 2.00            0             0           No      children
## 39192   Male 3.00            0             0           No      children
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## 39532 Female 5.00            0             0           No      children
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## 39556 Female 6.00            0             0           No      children
## 39566   Male 5.00            0             0           No      children
## 39587 Female 3.00            0             0           No      children
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## 39592 Female 2.00            0             0           No      children
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## 39626   Male 5.00            0             0           No      children
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## 39656   Male 0.08            0             0           No      children
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## 39709   Male 3.00            0             0           No      children
## 39712   Male 3.00            0             0           No      children
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## 39775 Female 9.00            0             0           No      children
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## 39818 Female 7.00            0             0           No      children
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## 39998 Female 5.00            0             0           No      children
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## 40038   Male 8.00            0             0           No      children
## 40041   Male 5.00            0             0           No      children
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## 40054 Female 9.00            0             0           No      children
## 40064   Male 9.00            0             0           No      children
## 40086 Female 0.72            0             0           No      children
## 40089   Male 8.00            0             0           No      children
## 40092   Male 5.00            0             0           No      children
## 40103 Female 6.00            0             0           No      children
## 40107 Female 6.00            0             0           No      children
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## 40116   Male 0.32            0             0           No      children
## 40122   Male 0.24            0             0           No      children
## 40123   Male 7.00            0             0           No      children
## 40127 Female 5.00            0             0           No      children
## 40135   Male 0.64            0             0           No      children
## 40142 Female 8.00            0             0           No      children
## 40161   Male 5.00            0             0           No      children
## 40200   Male 6.00            0             0           No      children
## 40213   Male 5.00            0             0           No      children
## 40233 Female 1.00            0             0           No      children
## 40239   Male 1.32            0             0           No      children
## 40243   Male 4.00            0             0           No      children
## 40246 Female 0.64            0             0           No      children
## 40260 Female 0.24            0             0           No      children
## 40265   Male 1.56            0             0           No      children
## 40271   Male 2.00            0             0           No      children
## 40276 Female 8.00            0             0           No      children
## 40289 Female 3.00            0             0           No      children
## 40292 Female 2.00            0             0           No      children
## 40301   Male 2.00            0             0           No      children
## 40312   Male 8.00            0             0           No      children
## 40354   Male 6.00            0             0           No      children
## 40385 Female 9.00            0             0           No      children
## 40393 Female 0.48            0             0           No      children
## 40406   Male 0.88            0             0           No      children
## 40411   Male 1.80            0             0           No      children
## 40412 Female 2.00            0             0           No      children
## 40436 Female 9.00            0             0           No      children
## 40441   Male 1.64            0             0           No      children
## 40467   Male 2.00            0             0           No      children
## 40473 Female 0.08            0             0           No      children
## 40482   Male 1.56            0             0           No      children
## 40483 Female 3.00            0             0           No      children
## 40507 Female 1.32            0             0           No      children
## 40520 Female 4.00            0             0           No      children
## 40536   Male 5.00            0             0           No      children
## 40543   Male 3.00            0             0           No      children
## 40548   Male 6.00            0             0           No      children
## 40559 Female 4.00            0             0           No      children
## 40575 Female 5.00            0             0           No      children
## 40576 Female 5.00            0             0           No      children
## 40579   Male 6.00            0             0           No      children
## 40582 Female 1.24            0             0           No      children
## 40594   Male 5.00            0             0           No      children
## 40598 Female 7.00            0             0           No      children
## 40615   Male 0.56            0             0           No      children
## 40620   Male 6.00            0             0           No      children
## 40625 Female 6.00            0             0           No      children
## 40641 Female 2.00            0             0           No      children
## 40645   Male 9.00            0             0           No      children
## 40651   Male 0.08            0             0           No      children
## 40669 Female 0.64            0             0           No      children
## 40671 Female 3.00            0             0           No      children
## 40683 Female 9.00            0             0           No      children
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## 40686 Female 1.40            0             0           No      children
## 40695 Female 9.00            0             0           No      children
## 40700   Male 2.00            0             0           No      children
## 40718   Male 4.00            0             0           No      children
## 40742 Female 3.00            0             0           No      children
## 40753 Female 2.00            0             0           No      children
## 40754   Male 0.72            0             0           No      children
## 40764 Female 8.00            0             0           No      children
## 40772 Female 1.16            0             0           No      children
## 40775 Female 5.00            0             0           No      children
## 40776   Male 2.00            0             0           No      children
## 40804 Female 9.00            0             0           No      children
## 40820 Female 3.00            0             0           No      children
## 40823 Female 5.00            0             0           No      children
## 40824 Female 9.00            0             0           No      children
## 40829 Female 3.00            0             0           No      children
## 40830 Female 8.00            0             0           No      children
## 40831   Male 2.00            0             0           No      children
## 40846   Male 8.00            0             0           No      children
## 40898 Female 3.00            0             0           No      children
## 40908   Male 2.00            0             0           No      children
## 40910 Female 8.00            0             0           No      children
## 40916 Female 4.00            0             0           No      children
## 40926   Male 5.00            0             0           No      children
## 40927   Male 4.00            0             0           No      children
## 40936 Female 1.16            0             0           No      children
## 40945 Female 2.00            0             0           No      children
## 40946 Female 2.00            0             0           No      children
## 40952   Male 5.00            0             0           No      children
## 40955   Male 9.00            0             0           No      children
## 40964   Male 9.00            0             0           No      children
## 40975 Female 8.00            0             0           No      children
## 40985   Male 8.00            0             0           No      children
## 41005 Female 6.00            0             0           No      children
## 41018   Male 5.00            0             0           No      children
## 41020   Male 3.00            0             0           No      children
## 41022   Male 7.00            0             0           No      children
## 41030 Female 7.00            0             0           No      children
## 41032 Female 0.56            0             0           No      children
## 41084   Male 2.00            0             0           No      children
## 41091 Female 1.16            0             0           No      children
## 41101   Male 4.00            0             0           No      children
## 41109 Female 9.00            0             0           No      children
## 41134 Female 0.32            0             0           No      children
## 41145 Female 0.40            0             0           No      children
## 41174   Male 2.00            0             0           No      children
## 41187 Female 4.00            0             0           No      children
## 41191   Male 9.00            0             0           No      children
## 41192 Female 0.32            0             0           No      children
## 41194 Female 0.32            0             0           No      children
## 41206 Female 5.00            0             0           No      children
## 41214 Female 4.00            0             0           No      children
## 41224 Female 1.88            0             0           No      children
## 41228 Female 2.00            0             0           No      children
## 41237 Female 9.00            0             0           No      children
## 41241 Female 8.00            0             0           No      children
## 41246   Male 1.40            0             0           No      children
## 41252   Male 1.88            0             0           No      children
## 41259   Male 5.00            0             0           No      children
## 41279   Male 5.00            0             0           No      children
## 41299 Female 1.00            0             0           No      children
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## 41316   Male 8.00            0             0           No      children
## 41321   Male 5.00            0             0           No      children
## 41329   Male 3.00            0             0           No      children
## 41343 Female 9.00            0             0           No      children
## 41345 Female 3.00            0             0           No      children
## 41352   Male 0.40            0             0           No      children
## 41362   Male 5.00            0             0           No      children
## 41379   Male 0.32            0             0           No      children
## 41383   Male 3.00            0             0           No      children
## 41397 Female 2.00            0             0           No      children
## 41406   Male 5.00            0             0           No      children
## 41414   Male 7.00            0             0           No      children
## 41433 Female 9.00            0             0           No      children
## 41435 Female 8.00            0             0           No      children
## 41450 Female 9.00            0             0           No      children
## 41454   Male 6.00            0             0           No      children
## 41466 Female 7.00            0             0           No      children
## 41471   Male 8.00            0             0           No      children
## 41472   Male 5.00            0             0           No      children
## 41480   Male 7.00            0             0           No      children
## 41481   Male 3.00            0             0           No      children
## 41482 Female 1.72            0             0           No      children
## 41519   Male 3.00            0             0           No      children
## 41532   Male 7.00            0             0           No      children
## 41535   Male 6.00            0             0           No      children
## 41545   Male 8.00            0             0           No      children
## 41546 Female 7.00            0             0           No      children
## 41547 Female 4.00            0             0           No      children
## 41552   Male 7.00            0             0           No      children
## 41555   Male 8.00            0             0           No      children
## 41564 Female 2.00            0             0           No      children
## 41572   Male 9.00            0             0           No      children
## 41580 Female 5.00            0             0           No      children
## 41582 Female 5.00            0             0           No      children
## 41589   Male 9.00            0             0           No      children
## 41603   Male 2.00            0             0           No      children
## 41613 Female 6.00            0             0           No      children
## 41642 Female 0.72            0             0           No      children
## 41651 Female 8.00            0             0           No      children
## 41670 Female 8.00            0             0           No      children
## 41681 Female 4.00            0             0           No      children
## 41700   Male 7.00            0             0           No      children
## 41736 Female 5.00            0             0           No      children
## 41753   Male 5.00            0             0           No      children
## 41754   Male 9.00            0             0           No      children
## 41757 Female 2.00            0             0           No      children
## 41758 Female 2.00            0             0           No      children
## 41759   Male 6.00            0             0           No      children
## 41765 Female 7.00            0             0           No      children
## 41772 Female 9.00            0             0           No      children
## 41773 Female 6.00            0             0           No      children
## 41792 Female 5.00            0             0           No      children
## 41805 Female 2.00            0             0           No      children
## 41809   Male 3.00            0             0           No      children
## 41831 Female 1.72            0             0           No      children
## 41836   Male 5.00            0             0           No      children
## 41861   Male 3.00            0             0           No      children
## 41866 Female 2.00            0             0           No      children
## 41870 Female 7.00            0             0           No      children
## 41871 Female 8.00            0             0           No      children
## 41889 Female 8.00            0             0           No      children
## 41894 Female 7.00            0             0           No      children
## 41895   Male 8.00            0             0           No      children
## 41900 Female 3.00            0             0           No      children
## 41944   Male 1.00            0             0           No      children
## 41968 Female 2.00            0             0           No      children
## 41988   Male 3.00            0             0           No      children
## 42002 Female 7.00            0             0           No      children
## 42020 Female 0.24            0             0           No      children
## 42044 Female 2.00            0             0           No      children
## 42049   Male 6.00            0             0           No      children
## 42062   Male 2.00            0             0           No      children
## 42066 Female 5.00            0             0           No      children
## 42080   Male 4.00            0             0           No      children
## 42088 Female 2.00            0             0           No      children
## 42102   Male 2.00            0             0           No      children
## 42155   Male 9.00            0             0           No      children
## 42158   Male 1.00            0             0           No      children
## 42162   Male 1.40            0             0           No      children
## 42191 Female 7.00            0             0           No      children
## 42204 Female 0.48            0             0           No      children
## 42206   Male 3.00            0             0           No      children
## 42215 Female 2.00            0             0           No      children
## 42230   Male 2.00            0             0           No      children
## 42233 Female 8.00            0             0           No      children
## 42243   Male 4.00            0             0           No      children
## 42247   Male 9.00            0             0           No      children
## 42248   Male 0.80            0             0           No      children
## 42256 Female 0.72            0             0           No      children
## 42259   Male 7.00            0             0           No      children
## 42265   Male 4.00            0             0           No      children
## 42273 Female 8.00            0             0           No      children
## 42289 Female 5.00            0             0           No      children
## 42290 Female 4.00            0             0           No      children
## 42291   Male 5.00            0             0           No      children
## 42346 Female 2.00            0             0           No      children
## 42357 Female 8.00            0             0           No      children
## 42367   Male 4.00            0             0           No      children
## 42382 Female 3.00            0             0           No      children
## 42383   Male 0.72            0             0           No      children
## 42384   Male 8.00            0             0           No      children
## 42391 Female 7.00            0             0           No      children
## 42399 Female 3.00            0             0           No      children
## 42404   Male 5.00            0             0           No      children
## 42412   Male 9.00            0             0           No      children
## 42426 Female 5.00            0             0           No      children
## 42429   Male 0.32            0             0           No      children
## 42447   Male 3.00            0             0           No      children
## 42448 Female 5.00            0             0           No      children
## 42454 Female 7.00            0             0           No      children
## 42456   Male 1.00            0             0           No      children
## 42463 Female 9.00            0             0           No      children
## 42480   Male 3.00            0             0           No      children
## 42493 Female 5.00            0             0           No      children
## 42516 Female 1.64            0             0           No      children
## 42521   Male 7.00            0             0           No      children
## 42523 Female 7.00            0             0           No      children
## 42580   Male 9.00            0             0           No      children
## 42587 Female 5.00            0             0           No      children
## 42588 Female 7.00            0             0           No      children
## 42591 Female 8.00            0             0           No      children
## 42616 Female 1.64            0             0           No      children
## 42626   Male 4.00            0             0           No      children
## 42635   Male 8.00            0             0           No      children
## 42637   Male 5.00            0             0           No      children
## 42638   Male 0.64            0             0           No      children
## 42649 Female 5.00            0             0           No      children
## 42666 Female 1.24            0             0           No      children
## 42671 Female 8.00            0             0           No      children
## 42672 Female 2.00            0             0           No      children
## 42678   Male 6.00            0             0           No      children
## 42691   Male 5.00            0             0           No      children
## 42693 Female 4.00            0             0           No      children
## 42696 Female 3.00            0             0           No      children
## 42697   Male 6.00            0             0           No      children
## 42708 Female 2.00            0             0           No      children
## 42709 Female 7.00            0             0           No      children
## 42735   Male 8.00            0             0           No      children
## 42747   Male 1.40            0             0           No      children
## 42748   Male 5.00            0             0           No      children
## 42761 Female 7.00            0             0           No      children
## 42762   Male 5.00            0             0           No      children
## 42775   Male 3.00            0             0           No      children
## 42784   Male 7.00            0             0           No      children
## 42791   Male 1.08            0             0           No      children
## 42797 Female 2.00            0             0           No      children
## 42813   Male 7.00            0             0           No      children
## 42841 Female 9.00            0             0           No      children
## 42843   Male 8.00            0             0           No      children
## 42848 Female 5.00            0             0           No      children
## 42863 Female 0.88            0             0           No      children
## 42866   Male 6.00            0             0           No      children
## 42869   Male 2.00            0             0           No      children
## 42875 Female 1.00            0             0           No      children
## 42878 Female 8.00            0             0           No      children
## 42881 Female 0.24            0             0           No      children
## 42882 Female 0.40            0             0           No      children
## 42894   Male 2.00            0             0           No      children
## 42896   Male 7.00            0             0           No      children
## 42904 Female 1.00            0             0           No      children
## 42909   Male 5.00            0             0           No      children
## 42910 Female 2.00            0             0           No      children
## 42915   Male 2.00            0             0           No      children
## 42919 Female 2.00            0             0           No      children
## 42930 Female 3.00            0             0           No      children
## 42949 Female 9.00            0             0           No      children
## 42955 Female 1.48            0             0           No      children
## 42956 Female 5.00            0             0           No      children
## 42972   Male 8.00            0             0           No      children
## 42983 Female 0.80            0             0           No      children
## 42985 Female 4.00            0             0           No      children
## 42991 Female 8.00            0             0           No      children
## 43018   Male 6.00            0             0           No      children
## 43023 Female 2.00            0             0           No      children
## 43024 Female 6.00            0             0           No      children
## 43032 Female 0.32            0             0           No      children
## 43040   Male 5.00            0             0           No      children
## 43043   Male 4.00            0             0           No      children
## 43044   Male 9.00            0             0           No      children
## 43049 Female 8.00            0             0           No      children
## 43060 Female 6.00            0             0           No      children
## 43061   Male 2.00            0             0           No      children
## 43067 Female 5.00            0             0           No      children
## 43078 Female 5.00            0             0           No      children
## 43079 Female 8.00            0             0           No      children
## 43094 Female 1.72            0             0           No      children
## 43107   Male 0.32            0             0           No      children
## 43130 Female 8.00            0             0           No      children
## 43139   Male 4.00            0             0           No      children
## 43143 Female 8.00            0             0           No      children
## 43151   Male 2.00            0             0           No      children
## 43154   Male 3.00            0             0           No      children
## 43157   Male 8.00            0             0           No      children
## 43158   Male 7.00            0             1           No      children
## 43159   Male 1.88            0             0           No      children
## 43165   Male 3.00            0             0           No      children
## 43166   Male 1.08            0             0           No      children
## 43198   Male 1.40            0             0           No      children
## 43208 Female 2.00            0             0           No      children
## 43212 Female 5.00            0             0           No      children
## 43221 Female 0.08            0             0           No      children
## 43224   Male 3.00            0             0           No      children
## 43230 Female 4.00            0             0           No      children
## 43249 Female 6.00            0             0           No      children
## 43270 Female 1.64            0             0           No      children
## 43272 Female 5.00            0             0           No      children
## 43283   Male 3.00            0             0           No      children
## 43292   Male 9.00            0             0           No      children
## 43297   Male 0.56            0             0           No      children
## 43303   Male 7.00            0             0           No      children
## 43326   Male 1.32            0             0           No      children
## 43331 Female 0.72            0             0           No      children
## 43342   Male 1.72            0             0           No      children
## 43344 Female 8.00            0             0           No      children
## 43353   Male 2.00            0             0           No      children
## 43355 Female 1.40            0             0           No      children
## 43364 Female 8.00            0             0           No      children
## 43370   Male 1.72            0             0           No      children
## 43377 Female 3.00            0             0           No      children
## 43383 Female 9.00            0             0           No      children
## 43392   Male 6.00            0             0           No      children
##       Residence_type avg_glucose_level  bmi smoking_status stroke
## 1              Rural             95.12 18.0                     0
## 3              Urban            110.89 17.6                     0
## 34             Urban             73.74 16.0                     0
## 43             Rural             79.17 20.0                     0
## 80             Rural             78.05 25.7                     0
## 117            Urban             83.82 24.9                     0
## 123            Rural             93.25 16.6                     0
## 130            Rural             88.11 15.5                     0
## 134            Rural            106.22 16.7                     0
## 137            Rural             85.84 16.4                     0
## 138            Rural            110.15 17.1                     0
## 155            Rural             84.59 17.7                     0
## 165            Rural             64.06 18.9                     0
## 171            Urban             73.20 16.8                     0
## 180            Urban             77.88 13.8                     0
## 192            Rural             92.48 18.0                     0
## 215            Rural             72.35 17.0                     0
## 238            Rural             94.59 20.0                     0
## 251            Rural            122.19 35.0                     0
## 282            Rural             86.11 19.0                     0
## 305            Urban            122.22 17.7                     0
## 313            Rural             71.43 19.3                     0
## 317            Rural            100.52 17.2                     0
## 322            Urban             58.26 16.5                     0
## 324            Rural             73.71 16.2                     0
## 344            Rural            163.70 18.4                     0
## 357            Rural             60.53 17.5                     0
## 365            Urban             92.23 16.7                     0
## 367            Urban            102.34 17.0                     0
## 369            Rural             88.39 19.7                     0
## 417            Rural             57.27 28.0                     0
## 418            Urban            107.25 12.0                     0
## 445            Rural             79.89 31.6                     0
## 446            Urban            130.61 14.4                     0
## 484            Rural            121.80 18.7                     0
## 492            Rural             85.02 16.3                     0
## 495            Urban             70.78 20.3                     0
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## 512            Rural             73.62 20.8                     0
## 515            Urban             60.98 17.2                     0
## 542            Urban            152.81 17.7                     0
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## 596            Rural            160.83 17.8                     0
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## 613            Rural            126.18 18.1                     0
## 619            Rural             56.77 20.9                     0
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## 684            Urban            111.02 22.4                     0
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## 690            Urban             61.68 16.4                     0
## 716            Rural            123.21 15.1                     0
## 718            Rural             92.98 18.9                     0
## 722            Urban             65.15 15.1                     0
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## 742            Urban             86.75 22.3                     0
## 745            Rural             69.87 18.0                     0
## 747            Rural            157.57 19.2                     0
## 752            Rural            165.11 18.0                     0
## 761            Urban             90.51 18.9                     0
## 762            Rural            118.87 16.3                     0
## 765            Rural             89.11 20.1                     0
## 772            Rural             72.07 19.5                     0
## 776            Urban            131.89 25.5                     0
## 800            Urban             65.32 18.4                     0
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## 825            Urban             97.84 23.3                     0
## 838            Rural             84.30 16.0                     0
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## 892            Urban            100.91 18.0                     0
## 902            Rural            103.25 19.4                     0
## 904            Rural             93.74 20.1                     0
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## 915            Urban             88.60 17.4                     0
## 925            Rural            105.76 18.4                     0
## 929            Rural            111.21 18.3                     0
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## 976            Urban             66.36 23.0                     0
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## 993            Rural            115.54 28.5                     0
## 1001           Rural             86.38 22.8                     0
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## 1021           Rural            103.76 15.9                     0
## 1022           Rural             68.52 20.8                     0
## 1048           Urban            201.25 27.7                     0
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## 1069           Urban             84.91 26.1                     0
## 1072           Rural            145.71 18.1                     0
## 1083           Rural             97.60 25.8                     0
## 1088           Rural             98.67 17.5                     0
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## 1130           Urban            132.41 16.3                     0
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## 1143           Urban             94.75 18.0                     0
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## 1199           Rural            119.88 17.8                     0
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## 1219           Rural             60.39 16.4                     0
## 1224           Rural             65.96 19.7                     0
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## 1245           Urban             87.94 27.7                     0
## 1257           Rural            111.02 20.5                     0
## 1258           Rural            114.88 19.1                     0
## 1260           Urban            111.65 16.3                     0
## 1262           Urban            129.01 17.2                     0
## 1267           Urban             78.98 15.1                     0
## 1273           Rural            113.96 21.5                     0
## 1324           Rural             99.96 15.2                     0
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## 1341           Rural            133.63 18.8                     0
## 1363           Urban             88.54 17.5                     0
## 1376           Urban            109.56 14.3                     0
## 1385           Rural            122.04 10.3                     0
## 1390           Urban            139.67 14.1                     0
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## 1409           Rural             55.51 18.5                     0
## 1410           Rural             93.74 18.4                     0
## 1424           Urban             78.26 19.4                     0
## 1443           Urban             57.33 16.8                     0
## 1445           Rural             71.63 16.3                     0
## 1461           Urban             97.46 21.3                     0
## 1478           Rural             91.54 13.4                     0
## 1479           Rural             65.85 17.0                     0
## 1491           Urban            101.26 33.8                     0
## 1536           Urban             90.46 22.5                     0
## 1543           Urban             70.00 18.6                     0
## 1555           Urban             97.51 22.0                     0
## 1562           Rural             65.67 16.6                     0
## 1573           Urban             84.85 20.3                     0
## 1587           Urban             62.27 17.3                     0
## 1603           Urban             79.33 15.2                     0
## 1610           Rural             81.18 20.0                     0
## 1629           Rural             56.30 18.0                     0
## 1658           Rural             77.87 18.3                     0
## 1681           Rural             99.07 20.5                     0
## 1691           Rural             59.61 17.1                     0
## 1698           Urban             67.33 16.7                     0
## 1700           Rural            111.92 23.6                     0
## 1708           Rural            118.55 20.7                     0
## 1709           Rural            102.04 18.5                     0
## 1710           Rural             65.52 33.5                     0
## 1729           Urban            129.07 20.6                     0
## 1738           Urban            113.40 19.5                     0
## 1739           Rural             94.88 17.2                     0
## 1740           Urban             82.73 20.8                     0
## 1746           Rural            109.40 20.0                     0
## 1756           Rural            111.77 21.1                     0
## 1761           Urban            124.50 16.4                     0
## 1772           Urban            112.92 18.4                     0
## 1781           Rural            146.97 18.5                     0
## 1791           Rural             57.02 20.7                     0
## 1795           Rural             86.74 16.2                     0
## 1814           Urban             73.02 27.7                     0
## 1820           Rural            131.43 17.7                     0
## 1826           Urban            104.51 20.6                     0
## 1829           Rural             86.57 18.0                     0
## 1840           Urban            101.30 24.8                     0
## 1858           Rural             78.53 19.8                     0
## 1860           Urban             96.62 16.4                     0
## 1863           Rural            206.25 17.0                     0
## 1901           Urban            109.97 19.3                     0
## 1940           Rural             62.08 16.1                     0
## 1943           Urban             55.61 19.6                     0
## 1949           Urban             59.05 16.6                     0
## 1955           Urban            170.76 20.0                     0
## 1961           Rural            155.14 13.7                     0
## 1963           Rural             92.56 18.0                     0
## 1977           Rural             77.67 17.6                     0
## 1980           Rural            127.29 18.5                     0
## 2003           Urban             93.30 19.5                     0
## 2008           Rural            112.66 14.2                     0
## 2017           Urban             89.57 18.8                     0
## 2027           Urban            199.83 24.5                     0
## 2028           Rural             73.69 24.8                     0
## 2037           Rural            125.09 15.4                     0
## 2046           Urban             88.02 16.4                     0
## 2056           Rural            108.23 18.6                     0
## 2088           Rural             85.15 15.1                     0
## 2092           Urban             71.92 18.2                     0
## 2093           Urban            167.66 18.7                     0
## 2096           Urban             80.47 20.6                     0
## 2098           Rural            111.32 18.2                     0
## 2099           Urban             65.01 17.0                     0
## 2117           Urban            162.93 15.7                     0
## 2135           Rural             64.55 17.4                     0
## 2136           Rural             97.31 22.2                     0
## 2141           Urban            122.25 16.7                     0
## 2146           Urban            112.19 18.9                     0
## 2152           Urban             98.12 20.4                     0
## 2177           Urban            116.60 17.1                     0
## 2185           Urban            115.12 21.1                     0
## 2213           Urban            114.99 18.8                     0
## 2214           Urban             79.58 15.5                     0
## 2220           Urban             88.79 21.5                     0
## 2225           Urban            105.63 19.2                     0
## 2245           Urban             74.52 17.5                     0
## 2259           Urban             64.20 18.5                     0
## 2260           Rural            137.22 18.8                     0
## 2262           Rural             90.26 18.1                     0
## 2267           Urban            156.82 17.3                     0
## 2268           Urban             81.66 17.2                     0
## 2270           Urban             90.62 22.4                     0
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## 2279           Urban             85.38 23.4                     0
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## 2524           Urban            142.68 24.4                     0
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## 2592           Urban             75.22 33.1                     0
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## 2599           Rural             77.33 19.2                     0
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## 2645           Rural             92.65 17.5                     0
## 2649           Urban            123.39 15.2                     0
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## 2714           Rural            107.97 26.7                     0
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## 2909           Urban             71.25 18.8                     0
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## 2975           Urban             66.25 15.8                     0
## 3028           Urban            125.03 19.8                     0
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## 3042           Rural             73.27 19.5                     0
## 3053           Rural            127.23 20.1                     0
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## 3084           Urban             93.24 31.9                     0
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## 3108           Rural             57.80 17.6                     0
## 3115           Urban            114.02 18.1                     0
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## 3119           Urban            105.05 20.4                     0
## 3123           Urban            159.39 12.8                     0
## 3125           Urban             81.42 13.5                     0
## 3127           Rural             98.90 18.8                     0
## 3128           Urban             82.64 14.5                     0
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## 3145           Urban             83.13 16.8                     0
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## 3176           Rural             67.84 24.0                     0
## 3198           Urban             89.28 14.2                     0
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## 3229           Rural            100.98 19.0                     0
## 3241           Rural            123.10 20.6                     0
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## 3280           Urban             60.09 19.6                     0
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## 3356           Urban             98.22 34.0                     0
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## 3383           Rural             92.00 17.9                     0
## 3394           Rural            136.96 15.2                     0
## 3416           Rural            143.97 27.7                     0
## 3421           Rural             82.49 15.1                     0
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## 3435           Urban             84.68 14.5                     0
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## 3466           Rural            115.40 19.2                     0
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## 3489           Rural            123.49 19.5                     0
## 3495           Rural             89.38 19.0                     0
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## 3543           Rural            121.99 19.6                     0
## 3558           Urban             84.60 18.4                     0
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## 3598           Rural             75.41 21.9                     0
## 3599           Rural             95.28 16.5                     0
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## 3611           Urban            112.11 20.1                     0
## 3620           Rural             56.21 19.0                     0
## 3622           Urban             82.56 16.6                     0
## 3632           Urban            105.75 19.8                     0
## 3642           Urban             90.60 16.6                     0
## 3649           Urban            105.34 15.5                     0
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## 3659           Urban             91.53 18.0                     0
## 3662           Urban             74.42 22.5                     0
## 3664           Urban             89.85 23.3                     0
## 3672           Urban             89.04 17.8                     0
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## 3689           Urban            115.47 18.9                     0
## 3697           Urban             69.89 18.1                     0
## 3702           Rural            109.12 18.9                     0
## 3708           Urban             80.92 18.3                     0
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## 3723           Rural             70.25 17.0                     0
## 3736           Rural            157.01 17.0                     0
## 3743           Rural             85.16 20.2                     0
## 3752           Urban            103.11 18.3                     0
## 3755           Urban             78.76 27.7                     0
## 3757           Urban             79.89 13.8                     0
## 3783           Rural             69.79 13.0                     0
## 3816           Rural             68.35 19.1                     0
## 3821           Urban             90.74 19.9                     0
## 3822           Rural            159.79 19.9                     0
## 3837           Rural             76.88 18.0                     0
## 3838           Urban            109.52 13.9                     0
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## 3847           Rural             84.17 17.4                     0
## 3858           Rural             67.28 17.7                     0
## 3870           Rural            118.75 17.4                     0
## 3873           Urban             69.52 24.2                     0
## 3882           Urban             89.32 17.2                     0
## 3892           Rural            102.50 16.3                     0
## 3899           Urban            107.52 17.6                     0
## 3901           Urban             79.16 20.2                     0
## 3904           Urban            125.14 29.7                     0
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## 3950           Urban             98.56 17.5                     0
## 3968           Urban            129.66 19.2                     0
## 3987           Urban             55.35 22.7                     0
## 3990           Urban             69.24 16.7                     0
## 4014           Rural            131.81 14.1                     0
## 4021           Rural             75.10 20.7                     0
## 4045           Rural             77.72 19.8                     0
## 4051           Rural             79.33 15.0                     0
## 4052           Rural            108.32 14.2                     0
## 4063           Rural             81.00 20.7                     0
## 4071           Urban             76.63 17.3                     0
## 4075           Rural             64.45 21.7                     0
## 4095           Urban             91.30 20.7                     0
## 4097           Rural            126.12 24.8                     0
## 4106           Rural            194.75 27.7                     0
## 4113           Urban             57.09 19.4                     0
## 4123           Rural            112.02 20.9                     0
## 4143           Urban             91.89 22.4                     0
## 4153           Urban            102.92 17.6                     0
## 4163           Urban             80.48 17.7                     0
## 4185           Urban             73.08 20.4                     0
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## 4201           Urban             85.00 16.0                     0
## 4214           Rural             63.98 23.0                     0
## 4220           Rural            112.83 18.2                     0
## 4231           Rural            112.19 20.1                     0
## 4246           Rural             69.47 18.9                     0
## 4257           Rural            103.50 19.0                     0
## 4280           Rural            110.20 21.8                     0
## 4287           Urban             78.79 22.6                     0
## 4315           Urban             87.15 16.1                     0
## 4324           Urban             77.76 18.1                     0
## 4325           Urban             72.76 18.8                     0
## 4333           Urban            112.75 25.1                     0
## 4350           Urban             94.27 14.0                     0
## 4361           Urban             78.48 16.1                     0
## 4363           Urban             87.00 19.0                     0
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## 4393           Urban             94.92 20.4                     0
## 4406           Rural             85.65 17.4                     0
## 4410           Urban             75.84 21.5                     0
## 4412           Urban             81.33 18.6                     0
## 4417           Urban             93.21 27.3                     0
## 4425           Rural             65.84 16.1                     0
## 4465           Rural             67.68 16.5                     0
## 4470           Rural             94.06 14.8                     0
## 4475           Urban            118.66 16.1                     0
## 4483           Rural             96.47 19.5                     0
## 4500           Urban             61.07 19.1                     0
## 4501           Rural             63.43 21.8                     0
## 4516           Urban             83.75 18.1                     0
## 4520           Urban             86.00 13.3                     0
## 4540           Urban            150.00 17.4                     0
## 4557           Rural            120.43 23.5                     0
## 4584           Rural            110.97 17.7                     0
## 4592           Rural             79.76 15.6                     0
## 4602           Urban             81.53 14.8                     0
## 4611           Urban             66.11 16.3                     0
## 4616           Rural             89.24 16.7                     0
## 4622           Urban            123.66 17.0                     0
## 4624           Rural            108.06 14.6                     0
## 4632           Rural             97.64 17.0                     0
## 4661           Rural             75.22 18.6                     0
## 4669           Rural             83.27 24.3                     0
## 4671           Urban             81.87 18.6                     0
## 4672           Urban            153.31 17.1                     0
## 4674           Urban             72.49 16.9                     0
## 4678           Urban            128.17 18.9                     0
## 4690           Urban            109.33 18.2                     0
## 4695           Rural            101.31 20.0                     0
## 4703           Rural             88.44 18.0                     0
## 4710           Urban             81.88 18.0                     0
## 4731           Urban             77.12 18.6                     0
## 4735           Rural             80.93 24.8                     0
## 4741           Urban            108.63 19.6                     0
## 4761           Urban             80.08 16.4                     0
## 4762           Urban             84.40 14.9                     0
## 4766           Rural            107.02 27.7                     0
## 4777           Urban             94.23 16.2                     0
## 4793           Rural             80.30 21.2                     0
## 4800           Rural             78.24 16.2                     0
## 4810           Urban             99.76 23.2                     0
## 4822           Urban             85.88 17.7                     0
## 4829           Urban            104.03 18.4                     0
## 4852           Urban             97.46 17.6                     0
## 4864           Rural             61.94 20.3                     0
## 4882           Urban            101.87 19.3                     0
## 4884           Urban             91.05 22.1                     0
## 4902           Urban             61.98 16.8                     0
## 4910           Urban             76.31 15.5                     0
## 4911           Urban             77.28 17.1                     0
## 4921           Rural             62.13 16.8                     0
## 4927           Rural             79.15 17.4                     0
## 4930           Urban             71.88 17.5                     0
## 4944           Rural             80.87 22.2                     0
## 4964           Urban             85.47 18.1                     0
## 4972           Urban            103.13 18.1                     0
## 4979           Rural             85.72 19.2                     0
## 5010           Urban             78.18 30.2                     0
## 5025           Urban            104.20 16.4                     0
## 5049           Rural             75.37 21.2                     0
## 5075           Rural             62.94 19.6                     0
## 5089           Rural             85.90 21.1                     0
## 5095           Rural            110.31 16.6                     0
## 5116           Rural            100.55 14.8                     0
## 5137           Rural             59.05 19.2                     0
## 5138           Rural             94.75 28.0                     0
## 5152           Rural             97.96 16.7                     0
## 5159           Urban            116.57 17.5                     0
## 5160           Urban             92.18 19.9                     0
## 5169           Urban             97.71 28.6                     0
## 5174           Urban             59.99 17.7                     0
## 5195           Urban            109.76 18.7                     0
## 5200           Urban             66.08 17.2                     0
## 5205           Urban             82.55 22.3                     0
## 5206           Urban             75.60 15.6                     0
## 5208           Urban             96.69 13.4                     0
## 5225           Rural             72.25 18.7                     0
## 5248           Urban             84.05 20.9                     0
## 5250           Rural            160.94 26.8                     0
## 5258           Rural             74.24 15.2                     0
## 5278           Rural             89.12 16.9                     0
## 5295           Rural            106.13 20.8                     0
## 5307           Urban             62.82 16.1                     0
## 5312           Urban             99.45 18.6                     0
## 5321           Rural            103.88 18.1                     0
## 5325           Rural             69.95 16.4                     0
## 5335           Rural            107.48 17.1                     0
## 5341           Urban             59.23 16.1                     0
## 5348           Rural             73.40 25.5                     0
## 5349           Rural             66.26 15.7                     0
## 5366           Rural             80.91 21.4                     0
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## 39331          Urban             69.07 17.6                     0
## 39337          Urban             82.09 17.7                     0
## 39338          Rural             61.72 14.4                     0
## 39343          Urban             98.89 19.9                     0
## 39360          Urban            104.08 18.2                     0
## 39371          Urban             94.01 15.5                     0
## 39376          Urban             75.02 14.9                     0
## 39388          Rural             98.85 14.3                     0
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## 39395          Rural            124.37 17.6                     0
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## 39415          Rural             79.97 27.7                     0
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## 39440          Rural             93.41 17.3                     0
## 39448          Rural             79.80 19.9                     0
## 39449          Rural             84.61 23.4                     0
## 39468          Urban             82.89 18.5                     0
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## 39818          Urban             77.99 20.2                     0
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## 39842          Rural            104.82 17.2                     0
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## 42516          Urban            137.92 17.5                     0
## 42521          Rural             77.43 19.3                     0
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## 42784          Urban             80.88 17.5                     0
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## 42813          Urban            113.73 25.6                     0
## 42841          Rural            180.66 14.6                     0
## 42843          Urban            112.45 18.3                     0
## 42848          Urban            100.72 17.4                     0
## 42863          Rural             89.62 18.5                     0
## 42866          Urban             89.87 28.6                     0
## 42869          Urban             83.67 16.0                     0
## 42875          Urban             68.62 19.4                     0
## 42878          Rural             97.58 22.8                     0
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## 42882          Urban            133.64 16.8                     0
## 42894          Rural             80.42 16.4                     0
## 42896          Urban             61.65 19.8                     0
## 42904          Rural            150.98 19.1                     0
## 42909          Urban            105.70 12.9                     0
## 42910          Urban             86.48 22.4                     0
## 42915          Urban            100.72 20.6                     0
## 42919          Rural            100.27 14.1                     0
## 42930          Rural             90.70 23.6                     0
## 42949          Rural             82.98 19.8                     0
## 42955          Rural             75.91 17.3                     0
## 42956          Urban             97.10 14.1                     0
## 42972          Rural             68.03 18.7                     0
## 42983          Urban             81.78 15.0                     0
## 42985          Urban             71.83 20.6                     0
## 42991          Rural             77.24 23.7                     0
## 43018          Urban             82.14 16.8                     0
## 43023          Urban             86.55 16.2                     0
## 43024          Rural             90.40 22.6                     0
## 43032          Urban             91.86 17.6                     0
## 43040          Urban             80.00 18.0                     0
## 43043          Urban             96.13 20.7                     0
## 43044          Rural             89.06 20.9                     0
## 43049          Rural             89.90 16.4                     0
## 43060          Rural            109.35 16.7                     0
## 43061          Urban             88.42 18.1                     0
## 43067          Rural             74.81 17.1                     0
## 43078          Rural             67.35 17.6                     0
## 43079          Urban             83.15 15.9                     0
## 43094          Rural             58.78 18.4                     0
## 43107          Urban             90.38 16.1                     0
## 43130          Rural             84.40 17.5                     0
## 43139          Urban            134.45 14.0                     0
## 43143          Urban            109.53 16.2                     0
## 43151          Rural             75.70 15.0                     0
## 43154          Rural             97.87 24.5                     0
## 43157          Rural             82.58 27.7                     0
## 43158          Rural            184.37 17.5                     0
## 43159          Rural             63.69 15.8                     0
## 43165          Urban            107.90 23.7                     0
## 43166          Urban             99.58 18.6                     0
## 43198          Rural            149.04 20.3                     0
## 43208          Rural             57.34 14.9                     0
## 43212          Rural             95.66 17.5                     0
## 43221          Rural            125.11 12.1                     0
## 43224          Urban             74.46 17.7                     0
## 43230          Rural             65.50 16.2                     0
## 43249          Rural             65.24 18.7                     0
## 43270          Urban             62.72 18.5                     0
## 43272          Rural             73.95 16.6                     0
## 43283          Urban             83.35 19.2                     0
## 43292          Rural             61.94 16.4                     0
## 43297          Rural             78.07 21.9                     0
## 43303          Rural             72.25 16.7                     0
## 43326          Rural            112.06 18.7                     0
## 43331          Urban             87.74 16.6                     0
## 43342          Urban            107.51 16.0                     0
## 43344          Urban             62.94 22.8                     0
## 43353          Rural             75.76 38.0                     0
## 43355          Rural             82.93 18.4                     0
## 43364          Urban             90.75 16.8                     0
## 43370          Rural             81.38 17.8                     0
## 43377          Rural             83.32 21.3                     0
## 43383          Urban             68.49 16.8                     0
## 43392          Urban             77.48 19.1                     0
ggplot(brainData, 
       aes(x = age, 
           fill = smoking_status)) +
  geom_density(alpha = 0.4) +
  labs(title = "avg glucose level distribution by age")

ggplot(less_30, 
       aes(x = age, 
           fill = smoking_status)) +
  geom_density(alpha = 0.4) +
  labs(title = "avg glucose level distribution by age for people less than 30")

get_box_stats_ <- function(y, upper_limit = max(brainData$age) * 1.15) {
  return(data.frame(
    y = 0.95 * upper_limit,
    label = paste(
      "Count =", length(y), "\n",
      "Mean =", round(mean(y), 2), "\n",
      "Median =", round(median(y), 2), "\n"
    )
  ))
}


ggplot(brainData, aes(x = smoking_status, y = age, fill = work_type)) +
  geom_boxplot() +
  scale_fill_manual(values = c("orange", "black", "blue","green","yellow")) +
  stat_summary(fun.data = get_box_stats_, geom = "text", hjust = 0.5, vjust = 0.9) +
  theme_classic()

ggplot(brainData, aes(x = smoking_status, y = age, fill = ever_married)) +
  geom_boxplot() +
  scale_fill_manual(values = c("orange", "black", "blue","green","yellow")) +
  #stat_summary(fun.data = get_box_stats_, geom = "text", hjust = 0.5, vjust = 0.9) +
  theme_classic()

ggplot(brainData, aes(x = smoking_status, y = avg_glucose_level, fill = work_type)) +
  geom_boxplot() +
  scale_fill_manual(values = c("orange", "black", "blue","green","yellow")) +
  #stat_summary(fun.data = get_box_stats_, geom = "text", hjust = 0.5, vjust = 0.9) +
  theme_classic()

ggplot(brainData, aes(x = smoking_status, y = avg_glucose_level, fill = ever_married)) +
  geom_boxplot() +
  scale_fill_manual(values = c("orange", "black", "blue","green","yellow")) +
  #stat_summary(fun.data = get_box_stats_, geom = "text", hjust = 0.5, vjust = 0.9) +
  theme_classic()

Data Analysis for Smoking Status

brainData[brainData == ''] <- NA
no_na_for_smoking_status <- subset(brainData, !is.na(smoking_status))
no_na_for_smoking_status
##       gender age hypertension heart_disease ever_married     work_type
## 2       Male  58            1             0          Yes       Private
## 4     Female  70            0             0          Yes       Private
## 7     Female  52            0             0          Yes       Private
## 8     Female  75            0             1          Yes Self-employed
## 9     Female  32            0             0          Yes       Private
## 10    Female  74            1             0          Yes Self-employed
## 12      Male  79            0             1          Yes       Private
## 13    Female  37            0             0          Yes       Private
## 14    Female  37            0             0          Yes       Private
## 15    Female  40            0             0          Yes       Private
## 16      Male  35            0             0           No       Private
## 17    Female  20            0             0           No       Private
## 18    Female  42            0             0          Yes       Private
## 19    Female  44            0             0          Yes      Govt_job
## 20    Female  79            0             1          Yes Self-employed
## 22    Female  57            1             0          Yes       Private
## 23    Female  49            0             0          Yes       Private
## 24      Male  71            0             0          Yes       Private
## 25    Female  59            0             0          Yes       Private
## 26    Female  25            0             0          Yes       Private
## 27    Female  67            0             0          Yes      Govt_job
## 28    Female  38            0             0           No       Private
## 29    Female  54            0             0          Yes       Private
## 30    Female  70            0             0          Yes Self-employed
## 33      Male  58            1             0           No       Private
## 37    Female  32            0             0          Yes       Private
## 38    Female  23            0             0           No       Private
## 41      Male  59            0             0          Yes       Private
## 45      Male  67            0             0          Yes       Private
## 47    Female  45            0             0          Yes      Govt_job
## 48    Female  66            0             0          Yes       Private
## 49      Male  58            1             0          Yes      Govt_job
## 50      Male  69            0             0          Yes Self-employed
## 53    Female  78            0             0           No Self-employed
## 54      Male  44            0             0          Yes       Private
## 55      Male  66            0             0          Yes       Private
## 56      Male  27            0             0          Yes       Private
## 57      Male  43            0             0          Yes       Private
## 60    Female  30            0             0          Yes       Private
## 61      Male  46            0             0          Yes Self-employed
## 64      Male  67            0             1          Yes       Private
## 66    Female  38            0             0          Yes       Private
## 67    Female  78            1             0          Yes       Private
## 68      Male  57            0             1          Yes       Private
## 69      Male  61            0             0          Yes Self-employed
## 70    Female  37            1             0          Yes Self-employed
## 71    Female  48            0             0          Yes       Private
## 72    Female  29            0             0           No       Private
## 77      Male  27            0             0           No      Govt_job
## 78      Male  76            0             0          Yes       Private
## 79    Female  57            1             0          Yes       Private
## 81    Female  21            0             0           No       Private
## 82    Female  61            0             0          Yes Self-employed
## 83    Female  18            0             0           No       Private
## 84    Female  78            0             0          Yes       Private
## 85    Female  78            1             0          Yes       Private
## 86      Male  33            0             0          Yes Self-employed
## 87    Female  52            0             0          Yes       Private
## 91    Female  82            0             1           No       Private
## 92    Female  54            0             0          Yes      Govt_job
## 93    Female  49            0             0          Yes       Private
## 94    Female  24            0             0          Yes       Private
## 95    Female  37            0             0          Yes       Private
## 96      Male  34            0             1          Yes       Private
## 97      Male  64            0             0          Yes      Govt_job
## 98    Female  66            0             0          Yes Self-employed
## 99    Female  23            0             0           No       Private
## 100     Male  68            0             0          Yes       Private
## 101   Female  55            0             0          Yes      Govt_job
## 102   Female  25            0             0           No       Private
## 103   Female  48            0             0           No      Govt_job
## 104   Female  79            1             1          Yes Self-employed
## 105   Female  47            0             0          Yes       Private
## 106   Female  20            0             0           No       Private
## 107   Female  60            0             0          Yes       Private
## 108   Female  32            0             0          Yes       Private
## 109   Female  66            1             0          Yes       Private
## 110     Male  43            0             0          Yes       Private
## 111   Female  36            0             0           No      Govt_job
## 112     Male  52            0             0          Yes Self-employed
## 113   Female  29            0             0          Yes       Private
## 114   Female  76            1             0          Yes Self-employed
## 115   Female  39            0             0          Yes Self-employed
## 116     Male  76            0             0          Yes       Private
## 119   Female  72            0             0          Yes       Private
## 120   Female  43            0             0          Yes Self-employed
## 121   Female  57            0             0           No Self-employed
## 122   Female  44            0             0          Yes       Private
## 124     Male  44            0             0          Yes       Private
## 125   Female  18            0             0           No       Private
## 126     Male  41            0             0          Yes       Private
## 127   Female  23            0             0          Yes       Private
## 128   Female  53            0             0          Yes      Govt_job
## 129     Male  56            0             0          Yes      Govt_job
## 133   Female  53            0             0          Yes       Private
## 135   Female  39            0             0          Yes       Private
## 136     Male  53            1             1          Yes      Govt_job
## 139   Female  37            0             0          Yes       Private
## 140     Male  70            1             0          Yes Self-employed
## 141     Male  24            0             0           No       Private
## 142     Male  80            0             1          Yes       Private
## 143     Male  55            0             0          Yes      Govt_job
## 144   Female  70            0             0          Yes       Private
## 145     Male  34            0             0          Yes       Private
## 146     Male  26            0             0          Yes       Private
## 147   Female  39            0             0          Yes       Private
## 148     Male  38            0             0           No Self-employed
## 149   Female  20            0             0           No       Private
## 150   Female  17            0             0           No       Private
## 151     Male  60            1             0          Yes       Private
## 152   Female  75            0             0          Yes Self-employed
## 153   Female  31            0             0          Yes       Private
## 154     Male  58            1             0          Yes       Private
## 156   Female  13            0             0           No      children
## 158   Female  52            0             0          Yes      Govt_job
## 160   Female  78            0             1          Yes      Govt_job
## 162   Female  21            0             0          Yes       Private
## 163   Female  22            0             0          Yes       Private
## 166     Male  64            1             0          Yes Self-employed
## 167   Female  64            0             0           No      Govt_job
## 169     Male  12            0             0           No      children
## 170   Female  33            0             0          Yes       Private
## 172   Female  37            0             0          Yes       Private
## 173   Female  22            0             0           No       Private
## 174   Female  24            0             0           No       Private
## 178   Female  52            0             0          Yes       Private
## 179   Female  68            0             0          Yes       Private
## 181   Female  56            1             0          Yes       Private
## 182   Female  43            0             0          Yes       Private
## 183   Female  40            0             0          Yes       Private
## 184     Male  53            0             0          Yes       Private
## 185   Female  52            0             1          Yes       Private
## 186     Male  31            0             0          Yes      Govt_job
## 187   Female  63            0             0          Yes      Govt_job
## 188   Female  69            0             0          Yes Self-employed
## 189     Male  64            0             0          Yes      Govt_job
## 190   Female  64            0             0          Yes       Private
## 191   Female  62            0             0          Yes Self-employed
## 193     Male  53            0             0          Yes       Private
## 194     Male  65            1             0          Yes       Private
## 195   Female  22            0             0           No       Private
## 196   Female  26            0             0           No       Private
## 202   Female  65            0             0          Yes Self-employed
## 204     Male  42            0             0          Yes      Govt_job
## 205     Male  72            0             1          Yes Self-employed
## 206     Male  13            0             0           No      children
## 207     Male  29            0             0           No       Private
## 209   Female  42            0             0          Yes       Private
## 210     Male  13            0             0           No       Private
## 211     Male  75            0             1           No       Private
## 212   Female  33            1             0          Yes       Private
## 217   Female  44            0             0           No       Private
## 218   Female  78            0             0          Yes Self-employed
## 219     Male  25            0             0          Yes       Private
## 220     Male  69            0             0          Yes       Private
## 221   Female  61            1             0          Yes       Private
## 222   Female  43            1             0           No Self-employed
## 223   Female  38            1             0          Yes       Private
## 225     Male  26            0             0          Yes       Private
## 226   Female  18            0             0           No Self-employed
## 227   Female  43            0             0          Yes       Private
## 228   Female  43            0             0          Yes      Govt_job
## 229   Female  32            0             0           No       Private
## 230   Female  81            0             0           No       Private
## 233   Female  66            0             0          Yes      Govt_job
## 234     Male  54            1             0          Yes       Private
## 239   Female  48            0             0          Yes Self-employed
## 240   Female  31            0             0          Yes       Private
## 241     Male  20            0             0           No       Private
## 243   Female  42            0             0          Yes Self-employed
## 246     Male  60            0             0          Yes       Private
## 248   Female  23            0             0           No       Private
## 249   Female  55            0             0          Yes       Private
## 250   Female  71            0             0          Yes       Private
## 252   Female  14            0             0           No      children
## 254   Female  66            0             0           No       Private
## 255   Female  56            0             0          Yes       Private
## 256   Female  60            0             0          Yes       Private
## 257   Female  57            0             0          Yes       Private
## 258   Female  49            0             0          Yes       Private
## 260   Female  76            0             0          Yes      Govt_job
## 261     Male  52            1             0          Yes       Private
## 262   Female  42            0             0          Yes       Private
## 265   Female  79            1             0          Yes Self-employed
## 266   Female  39            0             0          Yes       Private
## 267   Female  46            0             0          Yes       Private
## 268   Female  51            0             0          Yes       Private
## 269     Male  31            0             0          Yes       Private
## 270     Male  22            0             0           No       Private
## 271     Male  41            0             0           No      Govt_job
## 272   Female  28            0             0          Yes       Private
## 273   Female  44            0             0          Yes Self-employed
## 274   Female  68            0             0          Yes Self-employed
## 277   Female  31            0             0          Yes       Private
## 278     Male  67            0             0          Yes Self-employed
## 279     Male  40            0             0          Yes       Private
## 280     Male  70            0             0          Yes       Private
## 281   Female  38            0             0          Yes      Govt_job
## 283   Female  54            0             0          Yes       Private
## 284   Female  30            0             0          Yes      Govt_job
## 285   Female  23            0             0          Yes       Private
## 287     Male  72            1             0          Yes Self-employed
## 288     Male  23            0             0           No       Private
## 289     Male  81            0             0          Yes       Private
## 291     Male  51            0             0          Yes       Private
## 292     Male  74            1             1          Yes       Private
## 295     Male  57            0             0          Yes       Private
## 297   Female  16            0             0           No       Private
## 299   Female  30            0             0          Yes       Private
## 300     Male  29            0             0          Yes      Govt_job
## 301   Female  54            0             0          Yes Self-employed
## 303     Male  42            0             0          Yes       Private
## 306   Female  26            0             0          Yes       Private
## 307     Male  40            0             0           No       Private
## 308     Male  77            0             0          Yes       Private
## 310   Female  76            0             0          Yes       Private
## 312   Female  55            0             0          Yes Self-employed
## 314   Female  55            0             0           No       Private
## 315     Male  36            0             0           No       Private
## 318   Female  39            0             0          Yes      Govt_job
## 320     Male  67            0             1          Yes       Private
## 321   Female  69            0             0           No       Private
## 323   Female  72            0             0          Yes Self-employed
## 325   Female  64            1             0          Yes       Private
## 327     Male  25            0             0           No       Private
## 329   Female  32            0             0           No Self-employed
## 330     Male  57            0             0          Yes       Private
## 331   Female  52            1             0          Yes Self-employed
## 332     Male  54            0             0          Yes       Private
## 333   Female  36            0             0          Yes       Private
## 335     Male  45            0             0          Yes       Private
## 336     Male  29            0             0           No       Private
## 337   Female  51            1             0          Yes       Private
## 338   Female  23            0             0           No       Private
## 339   Female  54            0             0          Yes       Private
## 340   Female  54            0             0          Yes Self-employed
## 343     Male  72            0             0          Yes       Private
## 345   Female  65            0             1          Yes       Private
## 347   Female  47            0             0          Yes Self-employed
## 348   Female  24            0             0          Yes       Private
## 349     Male  57            0             0          Yes       Private
## 351     Male  48            0             0          Yes       Private
## 352   Female  56            0             0          Yes       Private
## 353   Female  30            0             0          Yes       Private
## 354   Female  63            1             0          Yes       Private
## 355   Female  46            0             0          Yes       Private
## 356   Female  53            0             0          Yes Self-employed
## 358     Male  15            0             0           No      children
## 359   Female  59            1             0          Yes       Private
## 360   Female  24            0             0           No Self-employed
## 361     Male  53            0             0          Yes       Private
## 362   Female  39            0             0          Yes      Govt_job
## 363     Male  23            0             0           No  Never_worked
## 364     Male  31            0             0          Yes       Private
## 366     Male  44            0             0          Yes       Private
## 368     Male  40            0             0          Yes       Private
## 371     Male  42            0             0          Yes      Govt_job
## 373     Male  82            0             0           No Self-employed
## 374   Female  52            0             0           No       Private
## 376   Female  73            0             0          Yes      Govt_job
## 377   Female  55            0             0          Yes      Govt_job
## 378     Male  50            0             0          Yes       Private
## 379     Male  43            0             0          Yes       Private
## 380     Male  33            0             0          Yes       Private
## 381   Female  80            0             0          Yes       Private
## 382   Female  33            0             0          Yes       Private
## 384     Male  65            0             1          Yes Self-employed
## 385   Female  40            0             0          Yes       Private
## 386     Male  52            0             1           No       Private
## 387   Female  66            0             0          Yes      Govt_job
## 388   Female  20            0             0           No      Govt_job
## 389   Female  51            0             0          Yes Self-employed
## 390   Female  60            0             0          Yes Self-employed
## 391     Male  59            0             0          Yes       Private
## 392     Male  58            0             0          Yes      Govt_job
## 395     Male  57            0             0          Yes       Private
## 396   Female  66            0             1          Yes       Private
## 397   Female  56            0             0          Yes       Private
## 398     Male  48            0             0          Yes Self-employed
## 400   Female  27            0             0          Yes       Private
## 401     Male  15            0             0           No      children
## 402     Male  61            0             0          Yes       Private
## 403   Female  80            0             1          Yes Self-employed
## 404   Female  43            0             0          Yes Self-employed
## 406   Female  70            0             0           No Self-employed
## 407   Female  58            0             0           No       Private
## 409   Female  49            0             0          Yes       Private
## 410     Male  65            0             0          Yes      Govt_job
## 411   Female  54            0             0          Yes Self-employed
## 412     Male  74            1             0          Yes Self-employed
## 413   Female  56            0             0          Yes       Private
## 414   Female  79            0             0          Yes       Private
## 415     Male  71            1             0          Yes       Private
## 416   Female  28            0             0          Yes       Private
## 419   Female  36            0             0           No Self-employed
## 420     Male  78            0             0          Yes Self-employed
## 422   Female  80            0             0           No Self-employed
## 424   Female  38            0             0          Yes       Private
## 425     Male  56            0             0          Yes       Private
## 426   Female  75            0             0          Yes      Govt_job
## 428     Male  76            1             0          Yes Self-employed
## 430   Female  48            1             0           No       Private
## 432     Male  82            0             0          Yes Self-employed
## 433     Male  61            0             1          Yes       Private
## 434   Female  17            0             0           No       Private
## 435   Female  58            0             0          Yes      Govt_job
## 436     Male  12            0             0           No      children
## 437   Female  53            0             0          Yes      Govt_job
## 438   Female  26            0             0          Yes       Private
## 439   Female  48            0             0          Yes       Private
## 441   Female  27            0             0           No       Private
## 442     Male  31            1             0          Yes      Govt_job
## 443   Female  16            0             0           No       Private
## 444     Male  20            0             0           No       Private
## 448     Male  32            0             0           No       Private
## 449   Female  35            0             0          Yes       Private
## 450   Female  52            1             0          Yes       Private
## 451   Female  55            1             0          Yes       Private
## 452   Female  42            0             0          Yes Self-employed
## 454   Female  18            0             0           No       Private
## 455   Female  13            0             0           No      children
## 456   Female  45            0             0          Yes       Private
## 457   Female  29            0             0          Yes       Private
## 460   Female  30            0             0          Yes       Private
## 461   Female  44            0             0          Yes       Private
## 462   Female  79            1             0          Yes       Private
## 463     Male  38            0             0          Yes       Private
## 464   Female  45            0             0          Yes       Private
## 465   Female  66            0             0          Yes       Private
## 467   Female  49            0             0          Yes       Private
## 468   Female  66            0             0          Yes      Govt_job
## 469     Male  47            0             0          Yes       Private
## 470   Female  59            0             0          Yes       Private
## 471   Female  23            0             0           No       Private
## 473   Female  37            0             0           No Self-employed
## 474     Male  78            0             0          Yes       Private
## 475   Female  70            1             0          Yes       Private
## 477   Female  28            1             0           No       Private
## 478     Male  29            0             0           No       Private
## 480   Female  22            0             0          Yes       Private
## 481     Male  56            0             0          Yes       Private
## 482   Female  81            0             0          Yes Self-employed
## 485     Male  50            0             0          Yes       Private
## 486     Male  70            0             0          Yes       Private
## 487   Female  30            0             0           No       Private
## 488   Female  51            0             0          Yes Self-employed
## 489     Male  24            0             0           No       Private
## 490     Male  17            0             0           No       Private
## 491   Female  43            0             0          Yes      Govt_job
## 493     Male  50            0             0          Yes       Private
## 494   Female  49            0             0          Yes       Private
## 496     Male  30            0             0          Yes Self-employed
## 497     Male  73            0             0          Yes       Private
## 498   Female  20            0             0          Yes       Private
## 499     Male  42            0             0          Yes       Private
## 501   Female  55            0             0          Yes       Private
## 502   Female  27            0             0           No       Private
## 503     Male  71            0             0          Yes       Private
## 505     Male  23            0             0           No       Private
## 506   Female  71            1             0          Yes       Private
## 507   Female  56            0             1          Yes       Private
## 508     Male  31            0             0          Yes       Private
## 509   Female  64            0             0          Yes      Govt_job
## 510     Male  46            0             0          Yes Self-employed
## 511     Male  55            0             0          Yes      Govt_job
## 513   Female  58            1             0          Yes       Private
## 519     Male  19            0             0           No       Private
## 520     Male  47            0             0          Yes      Govt_job
## 521   Female  54            1             0           No       Private
## 523   Female  37            0             0           No       Private
## 524   Female  17            0             0           No       Private
## 525   Female  20            0             0          Yes       Private
## 526   Female  31            0             0          Yes       Private
## 527   Female  56            0             0          Yes       Private
## 528   Female  31            0             0           No       Private
## 530     Male  33            0             0          Yes       Private
## 531     Male  42            0             0          Yes       Private
## 532     Male  20            0             0           No       Private
## 533     Male  22            0             0          Yes      Govt_job
## 535   Female  31            0             0          Yes       Private
## 536   Female  31            0             0          Yes      Govt_job
## 538   Female  30            0             0          Yes       Private
## 539     Male  69            0             0          Yes       Private
## 540   Female  63            0             0          Yes       Private
## 541     Male  19            0             0           No       Private
## 543   Female  51            0             0          Yes       Private
## 544   Female  38            1             0          Yes Self-employed
## 546   Female  58            0             0          Yes       Private
## 548   Female  64            1             0          Yes       Private
## 549   Female  31            0             0          Yes       Private
## 550   Female  59            1             0          Yes       Private
## 551   Female  54            0             0          Yes       Private
## 552   Female  24            0             0          Yes       Private
## 554     Male  17            0             0           No       Private
## 555   Female  29            0             0           No       Private
## 556   Female  42            0             0          Yes       Private
## 557   Female  31            0             0          Yes      Govt_job
## 558   Female  29            0             0           No       Private
## 559   Female  23            0             0           No       Private
## 560   Female  25            0             0           No       Private
## 562   Female  66            0             0          Yes       Private
## 563   Female  77            0             0          Yes       Private
## 564     Male  79            0             0          Yes Self-employed
## 565   Female  52            0             0          Yes       Private
## 568     Male  39            0             0          Yes       Private
## 569   Female  51            0             0           No      Govt_job
## 571   Female  48            0             0          Yes       Private
## 572     Male  55            0             0          Yes       Private
## 574   Female  39            0             0          Yes       Private
## 575     Male  41            0             0           No      Govt_job
## 577     Male  38            0             0          Yes      Govt_job
## 578     Male  40            1             0          Yes      Govt_job
## 580     Male  20            0             0           No      Govt_job
## 581     Male  53            0             0          Yes       Private
## 583   Female  70            1             0          Yes      Govt_job
## 584   Female  81            1             0          Yes       Private
## 585     Male  61            0             0          Yes      Govt_job
## 586     Male  70            0             0          Yes      Govt_job
## 587   Female  38            0             0          Yes      Govt_job
## 588     Male  59            0             0          Yes      Govt_job
## 589   Female  36            1             0          Yes       Private
## 590   Female  31            0             0          Yes      Govt_job
## 592     Male  61            1             1          Yes      Govt_job
## 594     Male  52            0             0          Yes       Private
## 597   Female  32            0             0          Yes       Private
## 598   Female  54            0             0          Yes      Govt_job
## 599   Female  51            0             0           No       Private
## 600   Female  39            0             0           No      Govt_job
## 601   Female  40            0             0          Yes       Private
## 602   Female  19            0             0          Yes       Private
## 604     Male  53            1             0          Yes      Govt_job
## 605   Female  23            0             0           No       Private
## 606   Female  19            0             0           No Self-employed
## 608   Female  48            0             0          Yes       Private
## 609     Male  71            0             0          Yes      Govt_job
## 610     Male  44            0             0          Yes       Private
## 612   Female  70            1             0          Yes Self-employed
## 614     Male  49            0             0          Yes       Private
## 615   Female  17            0             0           No       Private
## 616   Female  40            0             0          Yes       Private
## 617   Female  46            0             0          Yes Self-employed
## 618   Female  32            0             0          Yes       Private
## 620   Female  40            0             0          Yes       Private
## 621   Female  19            0             0           No       Private
## 622     Male  43            0             0          Yes       Private
## 623   Female  46            0             0          Yes       Private
## 624     Male  71            0             0           No       Private
## 625   Female  31            0             0          Yes       Private
## 626     Male  41            0             0          Yes       Private
## 627     Male  65            0             0          Yes Self-employed
## 628   Female  61            0             1          Yes      Govt_job
## 629     Male  52            0             0          Yes       Private
## 630   Female  20            0             0           No       Private
## 631   Female  77            0             1          Yes       Private
## 633   Female  37            0             0          Yes       Private
## 634     Male  49            0             0          Yes       Private
## 635   Female  62            1             0          Yes      Govt_job
## 636   Female  17            0             0           No       Private
## 637   Female  28            0             0          Yes       Private
## 638     Male  80            0             0          Yes       Private
## 639     Male  45            0             0          Yes       Private
## 640   Female  37            0             0          Yes       Private
## 642   Female  54            0             0          Yes       Private
## 643     Male  26            0             0           No       Private
## 644   Female  71            0             0          Yes Self-employed
## 645     Male  58            0             0          Yes      Govt_job
## 646   Female  59            0             0          Yes      Govt_job
## 647     Male  74            1             0          Yes       Private
## 648     Male  17            0             0           No       Private
## 649   Female  62            0             0          Yes       Private
## 650     Male  37            0             0          Yes Self-employed
## 651   Female  19            0             0           No  Never_worked
## 652   Female  59            0             0          Yes       Private
## 653   Female  59            1             0          Yes       Private
## 654     Male  62            0             1          Yes Self-employed
## 655     Male  80            1             1          Yes Self-employed
## 656   Female  54            0             0          Yes       Private
## 657   Female  27            0             0           No       Private
## 659     Male  81            1             0          Yes Self-employed
## 661     Male  27            0             0          Yes       Private
## 662   Female  51            1             0          Yes       Private
## 664   Female  51            0             0          Yes       Private
## 665     Male  71            0             1          Yes       Private
## 666     Male  48            0             0          Yes       Private
## 668   Female  35            0             0           No      Govt_job
## 669   Female  25            0             0          Yes       Private
## 670   Female  31            0             0          Yes       Private
## 671   Female  68            0             0          Yes       Private
## 672     Male  39            0             0           No       Private
## 673   Female  32            0             0           No       Private
## 676   Female  69            0             0          Yes       Private
## 677   Female  29            0             0          Yes       Private
## 679   Female  58            0             0          Yes       Private
## 680   Female  32            0             0          Yes       Private
## 681     Male  63            0             0          Yes       Private
## 682     Male  57            0             0          Yes Self-employed
## 685   Female  21            0             0           No      Govt_job
## 688     Male  71            0             1          Yes Self-employed
## 689   Female  74            0             0          Yes       Private
## 693   Female  23            1             0           No       Private
## 694     Male  75            0             1          Yes Self-employed
## 695     Male  80            0             0          Yes Self-employed
## 696     Male  40            0             0          Yes       Private
## 697   Female  24            0             0           No      Govt_job
## 698   Female  74            0             0          Yes Self-employed
## 699   Female  52            0             0          Yes Self-employed
## 700     Male  54            0             0          Yes       Private
## 701   Female  23            0             0           No       Private
## 703   Female  23            0             0           No       Private
## 705   Female  51            0             0          Yes       Private
## 706     Male  60            0             0          Yes      Govt_job
## 707     Male  79            0             1          Yes Self-employed
## 708   Female  75            0             0          Yes       Private
## 710   Female  57            0             0          Yes Self-employed
## 711   Female  47            0             0          Yes       Private
## 712   Female  33            0             0          Yes       Private
## 713   Female  51            0             0          Yes Self-employed
## 714   Female  47            0             0          Yes       Private
## 717   Female  20            0             0           No       Private
## 719     Male  50            0             0           No      Govt_job
## 720     Male  31            0             0          Yes       Private
## 721   Female  15            0             0           No Self-employed
## 723     Male  30            0             0          Yes       Private
## 724     Male  17            0             0           No  Never_worked
## 725     Male  24            0             0           No       Private
## 728   Female  30            0             0           No       Private
## 729     Male  66            1             0          Yes       Private
## 730     Male  40            0             0           No       Private
## 731   Female  27            0             0           No       Private
## 732     Male  21            0             0           No       Private
## 733   Female  55            0             0          Yes       Private
## 734   Female  19            0             0           No       Private
## 735     Male  75            1             1          Yes Self-employed
## 736   Female  71            0             1          Yes       Private
## 737   Female  16            0             0           No       Private
## 740   Female  37            0             0          Yes       Private
## 741     Male  59            0             0          Yes      Govt_job
## 743   Female  61            0             0          Yes       Private
## 744     Male  34            0             0           No       Private
## 746   Female  46            0             0          Yes       Private
## 749     Male  50            0             0          Yes      Govt_job
## 750     Male  19            0             0          Yes       Private
## 751   Female  21            0             0          Yes       Private
## 753   Female  37            0             0          Yes Self-employed
## 756     Male  61            1             1           No       Private
## 758     Male  82            0             1          Yes Self-employed
## 760   Female  50            0             0          Yes      Govt_job
## 763     Male  55            0             0          Yes       Private
## 766     Male  70            1             0          Yes       Private
## 767     Male  35            0             0          Yes       Private
## 768   Female  80            0             1          Yes       Private
## 769   Female  54            0             0          Yes       Private
## 770     Male  39            0             0          Yes      Govt_job
## 771   Female  26            0             0           No       Private
## 773   Female  79            0             1          Yes       Private
## 777     Male  55            0             0          Yes       Private
## 778     Male  71            0             0          Yes       Private
## 781   Female  50            1             0          Yes Self-employed
## 783     Male  49            0             0           No       Private
## 784   Female  51            0             0          Yes Self-employed
## 785     Male  79            0             0          Yes Self-employed
## 787   Female  66            0             0          Yes Self-employed
## 789   Female  37            0             0          Yes      Govt_job
## 790     Male  22            0             0           No       Private
## 791   Female  60            0             0          Yes      Govt_job
## 792     Male  39            0             0          Yes       Private
## 794   Female  55            0             0          Yes       Private
## 795   Female  63            0             0          Yes       Private
## 796   Female  57            0             0          Yes       Private
## 797     Male  82            0             0          Yes Self-employed
## 798     Male  56            0             0          Yes       Private
## 799     Male  41            1             0          Yes       Private
## 801     Male  34            0             0           No       Private
## 802     Male  75            0             0          Yes       Private
## 803     Male  57            0             0          Yes       Private
## 804   Female  72            0             0          Yes       Private
## 805     Male  64            0             1          Yes       Private
## 806     Male  21            0             0           No       Private
## 807   Female  51            0             0          Yes       Private
## 810   Female  30            0             0          Yes      Govt_job
## 811   Female  82            0             0           No Self-employed
## 812   Female  62            0             0          Yes       Private
## 813   Female  79            0             0          Yes      Govt_job
## 817     Male  57            0             1          Yes       Private
## 818   Female  31            0             0           No       Private
## 819     Male  61            0             0          Yes       Private
## 820     Male  27            0             0           No Self-employed
## 821   Female  61            0             0          Yes       Private
## 822   Female  53            0             0          Yes Self-employed
## 823   Female  76            0             0           No Self-employed
## 824     Male  57            0             0          Yes       Private
## 826   Female  34            0             0          Yes       Private
## 827     Male  51            1             0          Yes       Private
## 828     Male  61            0             0          Yes       Private
## 829   Female  19            0             0           No       Private
## 830   Female  50            0             0          Yes       Private
## 832   Female  13            0             0           No       Private
## 834     Male  67            0             0          Yes      Govt_job
## 835   Female  30            0             0           No Self-employed
## 836     Male  67            1             1          Yes       Private
## 839   Female  81            0             0          Yes Self-employed
## 841   Female  66            0             0          Yes      Govt_job
## 842   Female  38            0             0          Yes       Private
## 844     Male  47            1             0          Yes       Private
## 845     Male  27            0             0           No       Private
## 846   Female  53            1             0          Yes       Private
## 847     Male  27            0             0           No       Private
## 848   Female  36            0             0          Yes      Govt_job
## 849   Female  50            0             0          Yes       Private
## 851   Female  58            0             0          Yes      Govt_job
## 852   Female  73            0             0          Yes Self-employed
## 853   Female  62            0             0          Yes       Private
## 854   Female  50            0             0          Yes Self-employed
## 856   Female  19            0             0           No       Private
## 857   Female  30            0             0           No       Private
## 859     Male  30            0             0           No       Private
## 861     Male  70            0             0          Yes Self-employed
## 863   Female  23            0             0           No       Private
## 864     Male  18            0             0           No       Private
## 866     Male  52            0             0          Yes       Private
## 869   Female  67            0             0          Yes Self-employed
## 871   Female  23            0             0           No       Private
## 874     Male  47            0             0          Yes      Govt_job
## 875   Female  71            1             0          Yes Self-employed
## 876   Female  22            0             0           No       Private
## 878   Female  27            0             0           No       Private
## 879   Female  44            0             0          Yes       Private
## 880   Female  18            0             0           No       Private
## 882   Female  66            0             0          Yes Self-employed
## 883   Female  42            1             0          Yes       Private
## 885   Female  56            1             0          Yes      Govt_job
## 886   Female  69            0             0          Yes Self-employed
## 887   Female  65            0             0          Yes Self-employed
## 889   Female  36            0             0          Yes       Private
## 890   Female  69            0             0          Yes Self-employed
## 891     Male  19            0             0           No       Private
## 894     Male  75            1             0          Yes       Private
## 895   Female  59            1             0           No       Private
## 897   Female  28            0             0          Yes       Private
## 898     Male  52            0             0          Yes      Govt_job
## 899   Female  33            0             0          Yes       Private
## 900     Male  80            0             0          Yes       Private
## 901   Female  47            0             0          Yes       Private
## 903   Female  48            0             0          Yes       Private
## 908   Female  38            0             0          Yes       Private
## 909   Female  28            0             0          Yes       Private
## 910   Female  67            0             0          Yes       Private
## 912   Female  40            0             0          Yes       Private
## 914   Female  55            0             0           No       Private
## 917     Male  37            0             0          Yes       Private
## 918     Male  69            0             0          Yes       Private
## 919   Female  45            0             0          Yes      Govt_job
## 920   Female  28            0             0          Yes       Private
## 921   Female  52            1             0           No       Private
## 922     Male  46            0             0          Yes       Private
## 923     Male  45            0             0          Yes      Govt_job
## 924   Female  21            0             0           No       Private
## 926   Female  45            0             0          Yes       Private
## 927   Female  71            0             0          Yes       Private
## 928   Female  46            0             0          Yes       Private
## 930   Female  79            0             0          Yes      Govt_job
## 931   Female  71            1             0          Yes       Private
## 933   Female  52            0             0          Yes       Private
## 934   Female  49            0             0          Yes       Private
## 935   Female  32            0             0          Yes       Private
## 938   Female  48            0             0          Yes Self-employed
## 939     Male  18            0             0          Yes       Private
## 940   Female  80            0             0          Yes       Private
## 941   Female  34            0             0           No      Govt_job
## 942   Female  40            0             0           No       Private
## 943   Female  59            0             0          Yes       Private
## 945   Female  35            0             0          Yes      Govt_job
## 946   Female  29            0             0           No      Govt_job
## 947     Male  23            0             0           No       Private
## 948   Female  59            0             0          Yes       Private
## 949   Female  44            0             0          Yes       Private
## 950   Female  62            0             0          Yes       Private
## 951   Female  32            0             0           No       Private
## 954   Female  79            0             0          Yes       Private
## 956     Male  43            0             0          Yes      Govt_job
## 957     Male  43            0             0          Yes      Govt_job
## 958     Male  62            1             0          Yes       Private
## 960   Female  31            0             0           No Self-employed
## 961     Male  42            0             0          Yes       Private
## 962   Female  20            0             0           No       Private
## 963   Female  55            0             1           No       Private
## 965   Female  23            0             0           No       Private
## 966   Female  33            0             0          Yes       Private
## 968   Female  79            0             1          Yes       Private
## 969     Male  64            1             0          Yes       Private
## 971     Male  46            0             0          Yes       Private
## 972     Male  80            0             0           No Self-employed
## 973     Male  21            0             0           No       Private
## 974   Female  33            0             0           No       Private
## 975   Female  32            0             0          Yes       Private
## 977   Female  49            0             0          Yes       Private
## 978   Female  41            0             0          Yes       Private
## 981   Female  79            0             0          Yes       Private
## 982   Female  23            0             0           No       Private
## 984     Male  51            0             0          Yes       Private
## 985   Female  41            0             0          Yes       Private
## 986     Male  68            0             0          Yes Self-employed
## 989   Female  32            0             0           No      Govt_job
## 990   Female  20            0             0           No       Private
## 991     Male  20            0             0           No       Private
## 994     Male  65            0             0          Yes       Private
## 996     Male  46            0             0          Yes Self-employed
## 997     Male  53            0             0          Yes Self-employed
## 998   Female  79            0             0           No       Private
## 999     Male  43            0             0          Yes Self-employed
## 1000  Female  56            0             0          Yes Self-employed
## 1002    Male  32            0             0           No       Private
## 1003  Female  41            0             0          Yes      Govt_job
## 1004    Male  53            0             0          Yes      Govt_job
## 1005    Male  35            0             0          Yes       Private
## 1006    Male  67            0             0          Yes      Govt_job
## 1007  Female  33            0             0          Yes      Govt_job
## 1009  Female  26            0             0           No       Private
## 1010  Female  69            1             0          Yes      Govt_job
## 1011  Female  73            0             0          Yes Self-employed
## 1012    Male  15            0             0           No       Private
## 1015  Female  80            1             0          Yes       Private
## 1017    Male  50            0             0          Yes       Private
## 1020  Female  71            1             0          Yes       Private
## 1024  Female  45            0             0          Yes       Private
## 1025    Male  22            0             0           No      Govt_job
## 1026    Male  63            0             0          Yes Self-employed
## 1029    Male  49            0             0          Yes       Private
## 1030    Male  39            0             0          Yes       Private
## 1031  Female  43            0             0           No       Private
## 1032    Male  67            0             0          Yes       Private
## 1033    Male  48            0             0          Yes       Private
## 1034  Female  38            0             0          Yes       Private
## 1036    Male  63            0             0          Yes      Govt_job
## 1037    Male  37            0             0           No       Private
## 1038    Male  20            0             0           No       Private
## 1039  Female  60            0             0          Yes       Private
## 1041    Male  34            0             0           No       Private
## 1043  Female  46            0             0          Yes       Private
## 1045  Female  28            0             0          Yes       Private
## 1046  Female  60            0             0           No       Private
## 1047  Female  62            0             0          Yes      Govt_job
## 1050    Male  66            0             0           No       Private
## 1051  Female  80            0             0          Yes Self-employed
## 1054    Male  63            1             1          Yes       Private
## 1055    Male  31            0             0          Yes       Private
## 1056    Male  43            0             0          Yes      Govt_job
## 1060  Female  80            0             0          Yes Self-employed
## 1061  Female  49            0             0          Yes       Private
## 1062  Female  50            0             0          Yes      Govt_job
## 1064    Male  46            1             0          Yes       Private
## 1065    Male  73            1             0          Yes       Private
## 1066    Male  60            0             0          Yes       Private
## 1067    Male  44            0             0          Yes       Private
## 1068  Female  79            0             0           No Self-employed
## 1073  Female  65            0             0          Yes Self-employed
## 1076    Male  44            0             0          Yes      Govt_job
## 1077  Female  54            1             0          Yes       Private
## 1078  Female  25            0             0           No       Private
## 1079    Male  49            0             0          Yes      Govt_job
## 1080    Male  80            0             1          Yes      Govt_job
## 1081  Female  22            0             0           No       Private
## 1082  Female  61            0             0          Yes       Private
## 1084    Male  50            0             0          Yes       Private
## 1085    Male  45            0             0          Yes       Private
## 1086    Male  55            1             0          Yes Self-employed
## 1087  Female  21            0             0           No       Private
## 1089    Male  50            0             1           No       Private
## 1090    Male  73            0             1          Yes Self-employed
## 1091  Female  58            0             1          Yes       Private
## 1092    Male  30            0             0           No       Private
## 1093  Female  55            1             0          Yes       Private
## 1094    Male  57            0             0          Yes Self-employed
## 1096  Female  77            1             0          Yes Self-employed
## 1097  Female  29            0             0           No       Private
## 1100    Male  29            0             0           No       Private
## 1101  Female  37            0             0          Yes       Private
## 1102  Female  35            0             0          Yes Self-employed
## 1103    Male  54            0             0          Yes Self-employed
## 1104  Female  56            0             1          Yes       Private
## 1105  Female  26            0             0          Yes       Private
## 1106  Female  75            0             0          Yes Self-employed
## 1107  Female  44            0             0           No       Private
## 1109  Female  17            0             0           No       Private
## 1110    Male  46            0             1          Yes       Private
## 1111  Female  47            0             0          Yes       Private
## 1112  Female  50            0             0          Yes       Private
## 1113  Female  49            0             0          Yes       Private
## 1114    Male  76            1             0          Yes Self-employed
## 1115    Male  47            0             0          Yes       Private
## 1116  Female  47            0             0          Yes       Private
## 1117    Male  49            0             0          Yes       Private
## 1118    Male  71            0             0          Yes       Private
## 1119  Female  65            0             0           No Self-employed
## 1120  Female  40            0             0           No       Private
## 1121  Female  82            1             0          Yes       Private
## 1122  Female  64            0             0          Yes      Govt_job
## 1123    Male  72            0             0          Yes Self-employed
## 1124  Female  50            0             0          Yes Self-employed
## 1125  Female  40            0             0           No       Private
## 1127  Female  30            0             0          Yes      Govt_job
## 1128    Male  68            0             0          Yes       Private
## 1133  Female  72            0             0          Yes Self-employed
## 1134  Female  62            0             0          Yes       Private
## 1135  Female  13            0             0           No      children
## 1138    Male  35            0             0          Yes       Private
## 1139    Male  54            0             0          Yes       Private
## 1141    Male  40            0             0          Yes       Private
## 1145  Female  61            0             0          Yes       Private
## 1147    Male  17            0             0           No       Private
## 1148  Female  64            0             0           No      Govt_job
## 1149  Female  32            0             0           No Self-employed
## 1150  Female  42            0             0          Yes       Private
## 1151    Male  39            0             0          Yes       Private
## 1153  Female  78            0             0          Yes       Private
## 1154  Female  68            0             0          Yes       Private
## 1155  Female  24            0             0          Yes       Private
## 1156    Male  59            1             1          Yes       Private
## 1157  Female  45            0             0          Yes       Private
## 1159  Female  37            0             0          Yes       Private
## 1160  Female  43            0             0          Yes Self-employed
## 1161    Male  12            0             0           No      children
## 1162  Female  71            0             0          Yes      Govt_job
## 1166  Female  59            0             0          Yes Self-employed
## 1167  Female  21            0             0           No       Private
## 1168  Female  55            0             0          Yes       Private
## 1169  Female  14            0             0           No      children
## 1170  Female  53            0             0          Yes       Private
## 1171    Male  75            0             0          Yes      Govt_job
## 1172    Male  37            0             0          Yes      Govt_job
## 1173  Female  49            0             0          Yes       Private
## 1176  Female  45            0             0          Yes       Private
## 1180  Female  77            0             0          Yes       Private
## 1182    Male  76            1             0          Yes       Private
## 1183  Female  52            0             0          Yes       Private
## 1184    Male  62            0             0          Yes       Private
## 1185    Male  82            1             0          Yes       Private
## 1188    Male  37            0             0          Yes       Private
## 1189  Female  50            0             0          Yes       Private
## 1190  Female  41            0             0          Yes       Private
## 1191    Male  54            0             0          Yes       Private
## 1192    Male  43            0             0          Yes       Private
## 1195  Female  11            0             0           No      children
## 1196    Male  56            1             0          Yes       Private
## 1200    Male  25            0             0          Yes       Private
## 1201  Female  57            0             0          Yes       Private
## 1204  Female  76            0             0          Yes      Govt_job
## 1206    Male  54            0             0          Yes       Private
## 1207  Female  45            0             0          Yes       Private
## 1208  Female  54            0             1          Yes       Private
## 1209    Male  67            0             0          Yes      Govt_job
## 1210    Male  53            0             0          Yes       Private
## 1211    Male  47            0             0          Yes       Private
## 1212    Male  44            0             0          Yes       Private
## 1213    Male  65            0             0          Yes       Private
## 1214  Female  40            0             0          Yes       Private
## 1216  Female  52            1             0          Yes Self-employed
## 1217    Male  81            0             0          Yes Self-employed
## 1218  Female  24            0             0           No       Private
## 1220  Female  52            0             0          Yes      Govt_job
## 1221  Female  63            0             0          Yes       Private
## 1222  Female  78            0             0          Yes       Private
## 1223  Female  22            0             0           No       Private
## 1225  Female  79            0             0          Yes       Private
## 1226  Female  49            0             0          Yes       Private
## 1227  Female  74            0             0          Yes      Govt_job
## 1228    Male  62            0             0          Yes       Private
## 1230    Male  62            0             0          Yes Self-employed
## 1231    Male  27            0             0           No       Private
## 1232  Female  50            1             0          Yes Self-employed
## 1233  Female  49            0             0          Yes      Govt_job
## 1234    Male  24            0             0          Yes       Private
## 1235  Female  21            0             0           No       Private
## 1237  Female  22            0             0           No       Private
## 1238    Male  13            0             0           No      children
## 1240    Male  51            1             0          Yes       Private
## 1242    Male  48            0             0          Yes Self-employed
## 1246    Male  68            1             0          Yes      Govt_job
## 1247    Male  49            1             0          Yes      Govt_job
## 1248  Female  80            0             0          Yes       Private
## 1249    Male  31            0             0          Yes       Private
## 1250  Female  25            0             0          Yes       Private
## 1251  Female  39            0             0           No      Govt_job
## 1252    Male  35            0             0          Yes       Private
## 1253  Female  71            0             0          Yes Self-employed
## 1254  Female  71            0             0          Yes Self-employed
## 1255  Female  40            0             0          Yes      Govt_job
## 1256  Female  41            0             0          Yes      Govt_job
## 1259    Male  53            1             0          Yes Self-employed
## 1261    Male  60            1             1          Yes       Private
## 1265    Male  68            1             0          Yes       Private
## 1266  Female  23            0             0           No       Private
## 1268    Male  24            0             0           No Self-employed
## 1269  Female  41            0             0          Yes       Private
## 1271    Male  64            0             0          Yes Self-employed
## 1274  Female  38            0             0          Yes       Private
## 1275  Female  43            0             0          Yes       Private
## 1276  Female  27            0             0           No       Private
## 1277  Female  61            1             1          Yes       Private
## 1279    Male  46            0             0          Yes       Private
## 1282    Male  51            0             0          Yes       Private
## 1284  Female  30            0             0           No Self-employed
## 1285  Female  81            0             1          Yes       Private
## 1286  Female  12            0             0           No      children
## 1287    Male  18            0             0           No       Private
## 1288  Female  35            0             0          Yes      Govt_job
## 1289  Female  82            0             0          Yes      Govt_job
## 1290    Male  53            1             0          Yes Self-employed
## 1291    Male  75            0             0          Yes      Govt_job
## 1292  Female  32            0             0           No       Private
## 1293  Female  27            0             0           No       Private
## 1294    Male  56            0             0          Yes       Private
## 1295    Male  71            0             0          Yes       Private
## 1296    Male  78            0             0          Yes       Private
## 1297  Female  44            0             0           No       Private
## 1298    Male  62            0             0          Yes       Private
## 1300  Female  79            0             0          Yes Self-employed
## 1301  Female  42            0             1          Yes      Govt_job
## 1303  Female  25            0             0          Yes      Govt_job
## 1305  Female  49            0             0          Yes       Private
## 1306  Female  77            1             0          Yes Self-employed
## 1307  Female  59            0             0          Yes       Private
## 1308  Female  54            0             0          Yes       Private
## 1309  Female  38            0             0          Yes       Private
## 1310  Female  55            0             0          Yes       Private
## 1312  Female  45            0             0          Yes       Private
## 1313  Female  54            0             0          Yes Self-employed
## 1314    Male  30            0             0          Yes       Private
## 1317  Female  47            0             0          Yes       Private
## 1318    Male  25            0             0          Yes       Private
## 1319    Male  61            1             0          Yes Self-employed
## 1320  Female  55            0             0          Yes       Private
## 1321  Female  23            0             0           No       Private
## 1322    Male  71            1             0          Yes Self-employed
## 1325    Male  65            0             0          Yes       Private
## 1327    Male  42            0             0          Yes       Private
## 1328    Male  51            0             0          Yes Self-employed
## 1329    Male  66            0             0          Yes      Govt_job
## 1330  Female  22            1             0           No       Private
## 1332    Male  19            0             0           No Self-employed
## 1333  Female  47            0             0          Yes Self-employed
## 1336  Female  26            0             0           No       Private
## 1337    Male  62            1             1          Yes       Private
## 1338  Female  81            1             0          Yes       Private
## 1339    Male  63            0             0          Yes       Private
## 1340  Female  25            0             0          Yes       Private
## 1343  Female  44            0             0           No       Private
## 1344  Female  65            0             0          Yes       Private
## 1346  Female  24            0             0           No      Govt_job
## 1347  Female  65            0             0          Yes Self-employed
## 1349  Female  33            0             0           No       Private
## 1350  Female  74            0             0          Yes       Private
## 1351  Female  18            0             0           No       Private
## 1352  Female  77            0             0          Yes       Private
## 1353    Male  48            1             0          Yes Self-employed
## 1354    Male  52            0             0          Yes       Private
## 1355    Male  23            0             0           No       Private
## 1356    Male  25            0             0          Yes       Private
## 1357  Female  44            0             0          Yes       Private
## 1358  Female  78            0             0           No       Private
## 1359  Female  37            0             0          Yes      Govt_job
## 1360  Female  32            0             0          Yes       Private
## 1361    Male  67            0             0          Yes       Private
## 1362  Female  41            0             0          Yes      Govt_job
## 1365  Female  17            0             0           No      Govt_job
## 1367  Female  25            0             0          Yes       Private
## 1368  Female  57            0             0          Yes       Private
## 1369    Male  31            0             0          Yes       Private
## 1370    Male  61            0             0          Yes       Private
## 1371    Male  46            0             0          Yes       Private
## 1374    Male  47            0             0          Yes       Private
## 1377  Female  40            0             0           No       Private
## 1379  Female  45            0             0          Yes       Private
## 1380  Female  47            0             0          Yes       Private
## 1382    Male  51            0             0           No       Private
## 1384    Male  59            0             0          Yes       Private
## 1388    Male  15            0             0           No Self-employed
## 1389  Female  73            0             0           No      Govt_job
## 1391    Male  53            0             0          Yes      Govt_job
## 1393    Male  70            1             0          Yes       Private
## 1396  Female  66            0             0          Yes      Govt_job
## 1399  Female  15            0             0           No       Private
## 1400    Male  51            0             0          Yes       Private
## 1401    Male  34            0             0          Yes       Private
## 1402  Female  33            0             0          Yes       Private
## 1403  Female  53            1             0          Yes       Private
## 1404    Male  71            0             0          Yes       Private
## 1405    Male  69            0             1          Yes       Private
## 1407  Female  81            0             0          Yes Self-employed
## 1408  Female  20            0             0           No       Private
## 1411    Male  77            0             0          Yes       Private
## 1412  Female  38            0             0          Yes      Govt_job
## 1413    Male  23            0             0          Yes       Private
## 1414  Female  67            0             0          Yes       Private
## 1415    Male  59            0             0          Yes      Govt_job
## 1416  Female  41            0             0          Yes Self-employed
## 1418  Female  21            0             0           No      Govt_job
## 1419    Male  41            0             0          Yes       Private
## 1420    Male  54            0             0          Yes       Private
## 1421  Female  29            0             0           No       Private
## 1422  Female  25            0             0           No       Private
## 1423  Female  48            0             1          Yes Self-employed
## 1425    Male  21            0             0           No       Private
## 1426  Female  32            0             0           No       Private
## 1427  Female  57            1             0          Yes       Private
## 1428  Female  64            0             0          Yes Self-employed
## 1430    Male  44            0             0          Yes       Private
## 1431  Female  60            0             1          Yes       Private
## 1432  Female  56            0             0          Yes       Private
## 1433    Male  53            0             0          Yes       Private
## 1434    Male  59            0             0          Yes       Private
## 1436    Male  63            0             0          Yes       Private
## 1437  Female  42            0             0           No Self-employed
## 1438  Female  63            0             0          Yes       Private
## 1439  Female  52            0             0          Yes      Govt_job
## 1440  Female  62            0             0          Yes       Private
## 1441  Female  68            0             0          Yes       Private
## 1442  Female  36            0             0          Yes       Private
## 1444  Female  40            0             0          Yes       Private
## 1449  Female  28            0             0           No       Private
## 1450  Female  40            0             0          Yes       Private
## 1451  Female  65            0             0          Yes       Private
## 1452    Male  58            1             0          Yes       Private
## 1453    Male  44            0             0          Yes       Private
## 1454  Female  54            0             0          Yes       Private
## 1455  Female  79            0             0          Yes Self-employed
## 1456  Female  62            1             0           No       Private
## 1458    Male  66            0             0          Yes       Private
## 1459    Male  63            0             0          Yes Self-employed
## 1460  Female  27            0             0           No       Private
## 1462  Female  30            0             0          Yes       Private
## 1463  Female  15            0             0           No      children
## 1464  Female  50            0             0          Yes Self-employed
## 1465  Female  32            0             0          Yes       Private
## 1466  Female  33            0             0          Yes Self-employed
## 1467    Male  62            0             0          Yes       Private
## 1468    Male  82            0             0          Yes       Private
## 1469  Female  71            0             0          Yes       Private
## 1471  Female  44            0             0          Yes      Govt_job
## 1472    Male  57            0             0          Yes       Private
## 1474    Male  50            0             0          Yes       Private
## 1475  Female  44            0             0           No      Govt_job
## 1476  Female  47            0             0          Yes      Govt_job
## 1480  Female  29            0             0          Yes       Private
## 1481    Male  36            0             0           No       Private
## 1482  Female  19            0             0           No       Private
## 1483  Female  41            0             0          Yes      Govt_job
## 1487    Male  45            0             0          Yes       Private
## 1488  Female  52            1             0          Yes       Private
## 1489    Male  19            0             0           No       Private
## 1494    Male  80            0             0          Yes Self-employed
## 1495  Female  53            0             0          Yes       Private
## 1496    Male  59            0             1          Yes      Govt_job
## 1497    Male  34            0             0          Yes       Private
## 1500  Female  61            0             0          Yes Self-employed
## 1501  Female  57            0             0          Yes      Govt_job
## 1502    Male  11            0             0           No      children
## 1503    Male  36            0             0          Yes       Private
## 1505  Female  60            0             0          Yes      Govt_job
## 1507  Female  69            0             0          Yes Self-employed
## 1508    Male  69            1             0          Yes       Private
## 1509  Female  22            0             0           No       Private
## 1510    Male  63            0             0          Yes      Govt_job
## 1511  Female  45            0             0          Yes       Private
## 1512    Male  58            0             0           No       Private
## 1513    Male  61            0             0          Yes Self-employed
## 1514  Female  30            0             0          Yes       Private
## 1515  Female  78            1             1          Yes       Private
## 1516  Female  68            0             0          Yes       Private
## 1518  Female  38            1             0          Yes       Private
## 1519  Female  39            0             0          Yes       Private
## 1520  Female  51            0             0          Yes       Private
## 1521    Male  37            0             0          Yes       Private
## 1522    Male  16            0             0           No       Private
## 1523    Male  39            0             0          Yes       Private
## 1524    Male  24            1             0          Yes       Private
## 1525    Male  51            0             0          Yes      Govt_job
## 1526  Female  50            1             0          Yes      Govt_job
## 1527  Female  27            0             0          Yes       Private
## 1528  Female  73            0             0          Yes Self-employed
## 1529  Female  65            0             0          Yes       Private
## 1530  Female  76            1             1          Yes       Private
## 1531    Male  66            0             0          Yes Self-employed
## 1532  Female  53            0             0          Yes      Govt_job
## 1534  Female  48            0             0          Yes Self-employed
## 1537  Female  45            0             0          Yes       Private
## 1538    Male  56            0             0          Yes Self-employed
## 1539    Male  62            0             0          Yes Self-employed
## 1541    Male  16            0             0           No       Private
## 1544    Male  26            0             0          Yes       Private
## 1546  Female  22            0             0           No       Private
## 1547  Female  82            0             1          Yes Self-employed
## 1548  Female  50            0             0          Yes       Private
## 1549  Female  47            0             0          Yes       Private
## 1552  Female  12            0             0           No      children
## 1553  Female  63            1             0          Yes       Private
## 1554  Female  78            1             0          Yes       Private
## 1556    Male  76            1             0          Yes       Private
## 1557    Male  32            0             0           No       Private
## 1558  Female  65            0             0          Yes       Private
## 1559  Female  81            1             0          Yes Self-employed
## 1560  Female  39            0             0          Yes       Private
## 1561  Female  59            0             0          Yes       Private
## 1564  Female  78            0             1          Yes       Private
## 1565  Female  75            0             0          Yes Self-employed
## 1566    Male  34            0             0           No       Private
## 1568  Female  13            0             0           No  Never_worked
## 1569    Male  54            1             0          Yes       Private
## 1571  Female  24            0             0           No       Private
## 1572  Female  76            0             0          Yes       Private
## 1574    Male  57            0             0          Yes       Private
## 1576  Female  26            0             0           No       Private
## 1577  Female  56            0             0          Yes Self-employed
## 1579    Male  25            0             0           No       Private
## 1580    Male  60            0             0           No       Private
## 1581    Male  22            0             0           No       Private
## 1582    Male  35            0             0          Yes       Private
## 1583    Male  48            1             0           No       Private
## 1585  Female  12            0             0           No      children
## 1586  Female  22            0             0           No       Private
## 1588    Male  13            0             0           No       Private
## 1592  Female  78            1             0          Yes       Private
## 1594    Male  61            0             0          Yes       Private
## 1596    Male  43            0             0          Yes       Private
## 1597    Male  60            1             0          Yes       Private
## 1598  Female  51            0             0          Yes       Private
## 1599  Female  21            0             0           No       Private
## 1602  Female  36            0             0          Yes       Private
## 1604  Female  48            0             0          Yes       Private
## 1605    Male  14            0             0           No       Private
## 1606  Female  60            0             0          Yes       Private
## 1607    Male  61            1             0          Yes       Private
## 1609    Male  56            0             0           No       Private
## 1611  Female  45            0             0          Yes       Private
## 1612    Male  14            0             0           No      children
## 1613    Male  37            0             0           No       Private
## 1615  Female  52            0             1          Yes       Private
## 1616  Female  30            0             0           No      Govt_job
## 1617  Female  60            0             0          Yes Self-employed
## 1618  Female  47            0             0          Yes Self-employed
## 1620    Male  64            0             0          Yes      Govt_job
## 1621    Male  12            0             0           No      children
## 1623    Male  77            0             0          Yes       Private
## 1627  Female  42            0             0          Yes Self-employed
## 1630  Female  78            0             0          Yes Self-employed
## 1631    Male  18            0             0           No       Private
## 1633  Female  55            0             0          Yes      Govt_job
## 1634  Female  68            0             0          Yes Self-employed
## 1635  Female  47            0             0          Yes       Private
## 1636  Female  47            0             0          Yes      Govt_job
## 1637  Female  51            0             0          Yes       Private
## 1638    Male  43            0             0          Yes Self-employed
## 1640    Male  63            0             0          Yes       Private
## 1641  Female  45            0             0          Yes       Private
## 1642  Female  53            1             1          Yes       Private
## 1644  Female  56            0             0          Yes       Private
## 1645  Female  29            0             0          Yes       Private
## 1646    Male  10            0             0           No      children
## 1650  Female  53            0             0          Yes Self-employed
## 1651    Male  56            1             0          Yes      Govt_job
## 1652  Female  56            0             0          Yes Self-employed
## 1653  Female  61            0             0          Yes       Private
## 1655    Male  80            1             1          Yes       Private
## 1656    Male  69            0             1          Yes Self-employed
## 1657  Female  47            0             0          Yes Self-employed
## 1659    Male  63            0             0          Yes Self-employed
## 1660  Female  68            1             0          Yes       Private
## 1661  Female  76            0             0          Yes      Govt_job
## 1663  Female  30            0             0          Yes       Private
## 1664  Female  44            0             0          Yes       Private
## 1665    Male  47            0             0          Yes Self-employed
## 1666    Male  25            0             0           No       Private
## 1667  Female  31            0             0           No       Private
## 1668    Male  71            0             0          Yes Self-employed
## 1669  Female  32            0             0           No       Private
## 1670    Male  72            0             0          Yes       Private
## 1671  Female  44            0             0          Yes      Govt_job
## 1672    Male  63            0             0          Yes      Govt_job
## 1673  Female  37            0             0          Yes       Private
## 1674    Male  54            0             1          Yes      Govt_job
## 1676    Male  56            0             0          Yes       Private
## 1677  Female  25            0             0           No      Govt_job
## 1679    Male  62            0             0          Yes      Govt_job
## 1680  Female  27            0             0           No       Private
## 1682  Female  20            0             0           No       Private
## 1683    Male  21            0             0           No       Private
## 1684    Male  44            0             0          Yes       Private
## 1686    Male  38            0             0          Yes      Govt_job
## 1687    Male  77            0             0          Yes       Private
## 1688  Female  26            0             0           No       Private
## 1689    Male  51            0             0          Yes       Private
## 1692  Female  59            0             0          Yes Self-employed
## 1693    Male  67            0             0          Yes       Private
## 1694  Female  45            0             0          Yes       Private
## 1695    Male  43            0             0          Yes       Private
## 1696  Female  80            0             0          Yes       Private
## 1697    Male  42            1             0          Yes      Govt_job
## 1699  Female  68            0             0           No      Govt_job
## 1701    Male  57            0             1          Yes Self-employed
## 1702    Male  44            0             0          Yes       Private
## 1703    Male  16            0             0           No  Never_worked
## 1705  Female  58            0             0          Yes       Private
## 1706  Female  43            0             0          Yes       Private
## 1707  Female  50            0             0          Yes       Private
## 1711  Female  67            0             0          Yes       Private
## 1713  Female  36            0             0          Yes       Private
## 1715    Male  57            0             0          Yes       Private
## 1716  Female  52            0             0          Yes       Private
## 1717  Female  28            0             0           No       Private
## 1718  Female  41            0             0          Yes       Private
## 1719    Male  81            0             0          Yes Self-employed
## 1721  Female  31            0             0           No Self-employed
## 1722  Female  42            0             0           No       Private
## 1724    Male  34            0             0           No       Private
## 1725  Female  70            0             0          Yes Self-employed
## 1726    Male  33            0             0          Yes       Private
## 1727  Female  58            0             0          Yes       Private
## 1728  Female  25            0             0           No       Private
## 1730  Female  47            0             0          Yes       Private
## 1731  Female  14            0             0           No      children
## 1733    Male  52            0             0          Yes      Govt_job
## 1734    Male  72            0             1          Yes Self-employed
## 1735    Male  52            0             1          Yes Self-employed
## 1736  Female  61            1             0          Yes      Govt_job
## 1737  Female  15            0             0           No       Private
## 1742  Female  53            0             0          Yes Self-employed
## 1743    Male  58            0             0          Yes       Private
## 1744  Female  31            0             0           No       Private
## 1745  Female  29            0             0          Yes Self-employed
## 1748    Male  75            0             0          Yes       Private
## 1749    Male  52            0             0          Yes       Private
## 1750    Male  39            0             0          Yes       Private
## 1751  Female  40            0             0           No       Private
## 1753  Female  39            0             0          Yes       Private
## 1757  Female  13            0             0           No       Private
## 1758    Male  26            0             0          Yes       Private
## 1759  Female  42            0             0          Yes Self-employed
## 1760    Male  44            0             0           No       Private
## 1762  Female  42            0             0          Yes       Private
## 1763    Male  25            0             0           No      Govt_job
## 1764  Female  41            0             0          Yes Self-employed
## 1767  Female  25            0             0          Yes       Private
## 1768    Male  59            0             0          Yes       Private
## 1773  Female  38            0             0          Yes       Private
## 1774    Male  64            0             1          Yes       Private
## 1776    Male  22            0             0           No      Govt_job
## 1777    Male  71            1             0          Yes       Private
## 1779  Female  32            0             0          Yes Self-employed
## 1780  Female  63            0             0          Yes       Private
## 1782    Male  54            0             0          Yes       Private
## 1783  Female  25            0             0          Yes       Private
## 1784  Female  80            0             0          Yes Self-employed
## 1786    Male  57            1             0          Yes       Private
## 1787    Male  53            0             0          Yes       Private
## 1788    Male  35            0             0          Yes       Private
## 1789    Male  31            0             0           No       Private
## 1792  Female  21            0             0           No       Private
## 1794    Male  59            0             0          Yes      Govt_job
## 1796    Male  10            0             0           No      children
## 1797    Male  60            0             0          Yes       Private
## 1799    Male  48            1             0          Yes Self-employed
## 1800  Female  50            0             0          Yes       Private
## 1801    Male  69            1             0          Yes       Private
## 1802  Female  20            0             0           No       Private
## 1803  Female  22            0             0           No       Private
## 1808  Female  54            0             0          Yes       Private
## 1812  Female  41            0             0          Yes       Private
## 1816  Female  54            0             0          Yes       Private
## 1817  Female  79            0             0          Yes       Private
## 1818    Male  56            0             0           No Self-employed
## 1819  Female  45            0             0          Yes       Private
## 1821  Female  45            0             0          Yes       Private
## 1823  Female  65            0             0          Yes       Private
## 1825    Male  58            0             0           No      Govt_job
## 1831  Female  63            0             0          Yes Self-employed
## 1832  Female  57            0             0          Yes       Private
## 1833  Female  50            0             0          Yes      Govt_job
## 1835  Female  35            0             0          Yes       Private
## 1836  Female  35            0             0          Yes Self-employed
## 1837    Male  64            0             0          Yes      Govt_job
## 1838  Female  42            0             0          Yes       Private
## 1839  Female  62            0             0          Yes       Private
## 1841  Female  43            0             0          Yes      Govt_job
## 1842  Female  52            1             0          Yes       Private
## 1843    Male  64            1             0          Yes       Private
## 1844    Male  59            0             0          Yes       Private
## 1846  Female  15            0             0           No       Private
## 1847    Male  50            0             0          Yes      Govt_job
## 1848    Male  73            0             0          Yes       Private
## 1849    Male  19            0             0           No       Private
## 1851  Female  40            0             0          Yes Self-employed
## 1852  Female  47            0             0          Yes      Govt_job
## 1853  Female  66            0             0          Yes       Private
## 1854    Male  47            0             0          Yes       Private
## 1855  Female  41            1             0          Yes      Govt_job
## 1856  Female  63            0             0          Yes      Govt_job
## 1857  Female  12            0             0           No      children
## 1859  Female  46            0             0          Yes       Private
## 1861    Male  74            0             0          Yes       Private
## 1862    Male  74            0             0          Yes       Private
## 1864  Female  26            0             0           No       Private
## 1865    Male  63            0             0          Yes      Govt_job
## 1866  Female  48            0             1           No       Private
## 1867  Female  24            1             0           No       Private
## 1868    Male  47            0             0           No       Private
## 1869    Male  70            0             0          Yes       Private
## 1870    Male  41            1             1          Yes       Private
## 1871  Female  42            0             0          Yes Self-employed
## 1872  Female  57            1             0           No       Private
## 1873  Female  51            0             0           No       Private
## 1874    Male  15            0             0           No       Private
## 1875  Female  82            1             0          Yes Self-employed
## 1877  Female  27            0             0          Yes Self-employed
## 1878  Female  53            0             0          Yes Self-employed
## 1880  Female  68            0             0          Yes       Private
## 1881    Male  65            0             0          Yes       Private
## 1883  Female  43            0             0          Yes Self-employed
## 1885  Female  52            0             0          Yes       Private
## 1887    Male  78            1             1          Yes Self-employed
## 1888    Male  35            0             0          Yes       Private
## 1889  Female  49            1             0          Yes       Private
## 1890    Male  50            1             0           No       Private
## 1891  Female  27            0             0          Yes       Private
## 1892  Female  52            1             0           No       Private
## 1893  Female  22            0             0           No       Private
## 1894  Female  19            0             0           No       Private
## 1895    Male  77            0             1          Yes       Private
## 1896    Male  57            1             0          Yes       Private
## 1897    Male  13            0             0           No Self-employed
## 1898    Male  14            0             0           No       Private
## 1900  Female  49            0             0          Yes       Private
## 1902    Male  21            0             0           No Self-employed
## 1903    Male  80            0             1          Yes Self-employed
## 1904    Male  36            1             0           No      Govt_job
## 1905    Male  42            0             0          Yes       Private
## 1906  Female  56            0             0           No       Private
## 1907    Male  46            0             0          Yes       Private
## 1908    Male  79            0             1          Yes Self-employed
## 1911    Male  37            0             0          Yes       Private
## 1912  Female  44            0             0          Yes       Private
## 1913  Female  36            0             0          Yes       Private
## 1915    Male  50            1             0          Yes       Private
## 1916    Male  53            0             0          Yes       Private
## 1917  Female  39            0             0           No Self-employed
## 1918  Female  71            0             1          Yes       Private
## 1921    Male  52            0             0          Yes       Private
## 1924    Male  72            0             0          Yes       Private
## 1925    Male  41            0             0          Yes Self-employed
## 1926  Female  29            0             0           No Self-employed
## 1927  Female  26            0             0          Yes       Private
## 1928  Female  23            0             0          Yes       Private
## 1930  Female  43            0             0          Yes       Private
## 1931  Female  49            0             0          Yes       Private
## 1932    Male  13            0             0           No      children
## 1933  Female  26            0             0           No      Govt_job
## 1935    Male  39            0             0          Yes       Private
## 1937    Male  25            0             0          Yes       Private
## 1941  Female  53            0             0          Yes Self-employed
## 1942  Female  55            0             0          Yes Self-employed
## 1944  Female  72            0             0          Yes Self-employed
## 1945  Female  42            0             0          Yes      Govt_job
## 1946    Male  50            0             0          Yes       Private
## 1947  Female  55            1             0          Yes      Govt_job
## 1950  Female  49            0             0          Yes Self-employed
## 1951  Female  12            0             0           No      children
## 1953    Male  40            0             0          Yes       Private
## 1954    Male  55            0             0          Yes       Private
## 1957    Male  18            0             0           No       Private
## 1958    Male  73            0             0          Yes       Private
## 1959  Female  67            1             0          Yes       Private
## 1960    Male  58            0             0          Yes Self-employed
## 1962  Female  38            0             0          Yes       Private
## 1964  Female  34            0             0           No       Private
## 1965    Male  78            0             0          Yes       Private
## 1966  Female  57            0             0          Yes       Private
## 1967  Female  17            0             0           No       Private
## 1968  Female  71            0             0          Yes Self-employed
## 1970    Male  56            0             0          Yes       Private
## 1971    Male  64            0             1          Yes       Private
## 1973    Male  40            0             0          Yes       Private
## 1974    Male  80            0             1          Yes       Private
## 1975  Female  62            1             0          Yes      Govt_job
## 1976    Male  79            1             0          Yes Self-employed
## 1978  Female  77            1             0          Yes Self-employed
## 1979  Female  26            0             0           No       Private
## 1981    Male  16            0             0           No       Private
## 1982  Female  40            0             0          Yes       Private
## 1983    Male  46            0             0          Yes       Private
## 1984    Male  45            1             0          Yes Self-employed
## 1985  Female  59            0             0           No       Private
## 1986  Female  31            0             0          Yes Self-employed
## 1987  Female  69            0             1          Yes       Private
## 1988    Male  73            0             1          Yes      Govt_job
## 1989  Female  56            0             0          Yes Self-employed
## 1990  Female  80            0             1          Yes Self-employed
## 1991  Female  60            0             0          Yes      Govt_job
## 1992  Female  40            0             0          Yes      Govt_job
## 1994  Female  66            0             0          Yes      Govt_job
## 1995    Male  78            1             0          Yes Self-employed
## 1996  Female  37            0             0          Yes       Private
## 1997  Female  41            0             0          Yes Self-employed
## 1999  Female  18            0             0           No       Private
## 2000    Male  69            0             0          Yes Self-employed
## 2002    Male  28            0             0           No       Private
## 2005    Male  34            0             0          Yes       Private
## 2006    Male  50            0             0          Yes       Private
## 2007    Male  55            0             1           No       Private
## 2010    Male  57            0             0          Yes       Private
## 2011    Male  48            0             0           No      Govt_job
## 2012  Female  73            0             0          Yes       Private
## 2013  Female  52            0             0          Yes      Govt_job
## 2014  Female  65            0             0          Yes       Private
## 2015    Male  48            1             0          Yes       Private
## 2016    Male  54            1             0          Yes Self-employed
## 2019  Female  48            0             0          Yes      Govt_job
## 2020  Female  77            0             0          Yes Self-employed
## 2021  Female  34            0             0          Yes       Private
## 2022  Female  33            0             0          Yes       Private
## 2023    Male  39            0             0          Yes       Private
## 2024    Male  39            0             0          Yes Self-employed
## 2026  Female  46            0             0          Yes       Private
## 2030  Female  49            0             0          Yes Self-employed
## 2031  Female  45            0             0          Yes       Private
## 2032  Female  13            0             0           No      children
## 2033  Female  76            0             0          Yes       Private
## 2035  Female  82            1             1           No       Private
## 2036  Female  20            0             0           No       Private
## 2038  Female  78            0             1          Yes       Private
## 2039    Male  49            0             0          Yes       Private
## 2040  Female  55            0             0          Yes       Private
## 2041  Female  43            0             0           No      Govt_job
## 2042  Female  16            0             0           No       Private
## 2043    Male  58            0             1          Yes Self-employed
## 2044    Male  67            0             0          Yes      Govt_job
## 2045  Female  71            0             0          Yes       Private
## 2049    Male  59            0             0          Yes       Private
## 2050    Male  28            0             0           No      Govt_job
## 2051  Female  20            0             0           No       Private
## 2052    Male  67            0             0          Yes       Private
## 2053    Male  71            0             0          Yes Self-employed
## 2055  Female  44            0             0           No       Private
## 2058  Female  32            0             0          Yes       Private
## 2059  Female  40            0             0          Yes       Private
## 2060  Female  63            0             0          Yes Self-employed
## 2061    Male  51            0             0          Yes       Private
## 2062    Male  22            0             0          Yes      Govt_job
## 2063  Female  82            0             0          Yes Self-employed
## 2065  Female  34            0             0          Yes       Private
## 2066    Male  42            0             0          Yes       Private
## 2068    Male  73            0             0          Yes Self-employed
## 2069  Female  47            0             0          Yes       Private
## 2070  Female  34            0             0          Yes       Private
## 2071    Male  64            0             1          Yes       Private
## 2072    Male  52            1             0          Yes Self-employed
## 2073    Male  49            0             0          Yes       Private
## 2075  Female  64            1             0          Yes       Private
## 2076    Male  23            0             0           No       Private
## 2077    Male  18            0             0           No       Private
## 2078  Female  65            0             0          Yes       Private
## 2080  Female  61            0             0          Yes Self-employed
## 2081    Male  66            0             0          Yes       Private
## 2082    Male  59            0             0          Yes      Govt_job
## 2083    Male  47            1             0          Yes       Private
## 2084  Female  47            0             0          Yes      Govt_job
## 2085  Female  71            1             0          Yes       Private
## 2086    Male  62            0             0          Yes       Private
## 2089  Female  68            0             0          Yes       Private
## 2090    Male  37            0             0          Yes Self-employed
## 2091  Female  75            0             0          Yes      Govt_job
## 2095    Male  49            0             0          Yes Self-employed
## 2097  Female  50            0             0          Yes      Govt_job
## 2100  Female  76            0             0          Yes Self-employed
## 2101    Male  18            0             0           No       Private
## 2102    Male  82            0             0          Yes       Private
## 2104  Female  27            0             0          Yes       Private
## 2105    Male  57            0             0          Yes      Govt_job
## 2106  Female  51            1             0          Yes       Private
## 2107    Male  68            1             0          Yes       Private
## 2108  Female  56            0             0          Yes       Private
## 2110  Female  52            1             0          Yes Self-employed
## 2111  Female  18            0             0           No       Private
## 2112  Female  63            0             0          Yes Self-employed
## 2114  Female  37            0             0           No       Private
## 2115  Female  64            0             0          Yes       Private
## 2116    Male  47            0             0          Yes Self-employed
## 2119    Male  37            0             0          Yes       Private
## 2120  Female  69            0             1           No       Private
## 2122    Male  73            0             0           No      Govt_job
## 2123    Male  48            0             0          Yes       Private
## 2124  Female  78            1             0          Yes Self-employed
## 2125  Female  21            0             0           No       Private
## 2126    Male  54            0             0          Yes       Private
## 2127    Male  43            0             0          Yes      Govt_job
## 2129  Female  82            0             0          Yes       Private
## 2131  Female  69            1             0          Yes      Govt_job
## 2132  Female  21            0             0           No Self-employed
## 2133  Female  46            0             0          Yes       Private
## 2134  Female  14            0             0           No  Never_worked
## 2137    Male  47            0             0           No       Private
## 2138    Male  34            0             0          Yes       Private
## 2139  Female  41            0             0          Yes       Private
## 2140  Female  67            0             0          Yes       Private
## 2142    Male  20            0             0           No       Private
## 2143  Female  63            0             0          Yes       Private
## 2144  Female  73            0             0          Yes Self-employed
## 2147    Male  50            1             0          Yes      Govt_job
## 2148    Male  71            0             1          Yes Self-employed
## 2150  Female  80            0             1          Yes Self-employed
## 2151  Female  64            0             0          Yes Self-employed
## 2155  Female  35            0             0          Yes       Private
## 2157    Male  72            0             0          Yes Self-employed
## 2159    Male  25            0             0           No       Private
## 2160  Female  27            0             0          Yes       Private
## 2161  Female  62            1             0          Yes Self-employed
## 2163  Female  30            0             0          Yes       Private
## 2164    Male  56            0             0          Yes       Private
## 2168  Female  29            0             0          Yes       Private
## 2169    Male  26            0             0          Yes       Private
## 2170  Female  26            0             0          Yes       Private
## 2172  Female  29            0             0           No       Private
## 2173  Female  29            0             0           No      Govt_job
## 2174  Female  33            0             0           No       Private
## 2175  Female  19            1             0           No       Private
## 2180    Male  35            0             0          Yes       Private
## 2183  Female  79            0             0          Yes       Private
## 2184  Female  41            0             0          Yes       Private
## 2186  Female  51            0             0          Yes      Govt_job
## 2187  Female  33            0             0          Yes Self-employed
## 2188  Female  33            0             0          Yes      Govt_job
## 2191  Female  61            0             0           No       Private
## 2192    Male  31            0             0           No       Private
## 2193    Male  60            1             0           No       Private
## 2195    Male  53            0             0          Yes      Govt_job
## 2196    Male  52            0             0          Yes      Govt_job
## 2198  Female  56            0             0          Yes       Private
## 2199    Male  14            0             0           No       Private
## 2200  Female  40            0             0           No       Private
## 2201  Female  58            0             0          Yes       Private
## 2202  Female  52            1             0          Yes       Private
## 2203    Male  30            0             0          Yes      Govt_job
## 2204  Female  47            0             0          Yes       Private
## 2205  Female  34            0             0          Yes      Govt_job
## 2207  Female  31            0             0          Yes       Private
## 2208  Female  58            0             0          Yes       Private
## 2209  Female  47            0             0          Yes       Private
## 2210    Male  65            1             0          Yes Self-employed
## 2212    Male  37            1             0          Yes       Private
## 2215  Female  37            0             0           No      Govt_job
## 2216    Male  62            0             0           No      Govt_job
## 2218  Female  77            0             0          Yes      Govt_job
## 2219    Male  36            0             0          Yes       Private
## 2221    Male  78            1             1           No Self-employed
## 2222  Female  49            0             0          Yes      Govt_job
## 2223    Male  44            0             0          Yes       Private
## 2226  Female  60            0             0          Yes       Private
## 2227  Female  56            0             0          Yes       Private
## 2228  Female  73            0             0          Yes Self-employed
## 2229  Female  65            0             0          Yes      Govt_job
## 2232  Female  80            0             0          Yes       Private
## 2233    Male  46            0             0          Yes       Private
## 2234  Female  80            0             0          Yes Self-employed
## 2235  Female  65            0             0           No       Private
## 2237  Female  33            0             0          Yes       Private
## 2238    Male  11            0             0           No      children
## 2239  Female  57            0             0          Yes Self-employed
## 2240  Female  19            0             0           No      Govt_job
## 2241    Male  82            0             0          Yes       Private
## 2242  Female  39            0             0          Yes       Private
## 2243  Female  14            0             0           No       Private
## 2244  Female  60            1             0           No       Private
## 2246  Female  57            0             0          Yes       Private
## 2247    Male  79            0             0          Yes       Private
## 2249  Female  67            1             0          Yes       Private
## 2250  Female  60            0             0           No      Govt_job
## 2251  Female  36            0             0           No       Private
## 2252    Male  36            0             0          Yes      Govt_job
## 2253  Female  26            0             0           No       Private
## 2255    Male  78            0             0          Yes       Private
## 2258  Female  50            0             0          Yes Self-employed
## 2261  Female  54            0             0          Yes       Private
## 2263  Female  36            0             0          Yes       Private
## 2264    Male  74            0             0          Yes       Private
## 2265  Female  38            0             0          Yes       Private
## 2271  Female  30            0             0          Yes       Private
## 2273  Female  17            0             0           No       Private
## 2274  Female  14            0             0           No       Private
## 2275  Female  52            0             0          Yes Self-employed
## 2276    Male  78            0             0          Yes Self-employed
## 2278    Male  32            0             0          Yes       Private
## 2280  Female  50            0             0          Yes Self-employed
## 2282    Male  66            0             0          Yes      Govt_job
## 2283    Male  78            0             1          Yes Self-employed
## 2285  Female  54            0             0          Yes       Private
## 2286  Female  81            1             1          Yes       Private
## 2289  Female  59            0             0          Yes Self-employed
## 2290  Female  48            0             0          Yes       Private
## 2291    Male  76            0             1          Yes Self-employed
## 2292    Male  49            0             0          Yes       Private
## 2293  Female  44            0             0           No       Private
## 2294  Female  39            0             0          Yes       Private
## 2295    Male  34            0             0          Yes       Private
## 2296    Male  50            0             0           No       Private
## 2298  Female  38            0             0          Yes       Private
## 2299  Female  43            0             0          Yes       Private
## 2300    Male  28            0             0           No       Private
## 2301  Female  58            0             0          Yes       Private
## 2302    Male  28            0             0           No       Private
## 2304    Male  62            1             1          Yes       Private
## 2305    Male  31            0             0           No       Private
## 2306    Male  55            1             0          Yes       Private
## 2307  Female  54            0             0          Yes       Private
## 2308    Male  73            0             1          Yes       Private
## 2309    Male  26            0             0           No Self-employed
## 2310    Male  73            0             1          Yes       Private
## 2311  Female  38            0             0          Yes       Private
## 2314  Female  20            0             0           No       Private
## 2315  Female  12            0             0           No      children
## 2316    Male  78            0             1          Yes       Private
## 2317  Female  42            0             0           No       Private
## 2318  Female  71            1             0          Yes       Private
## 2322    Male  60            0             0          Yes       Private
## 2323  Female  45            1             0          Yes       Private
## 2325    Male  21            0             0           No       Private
## 2326  Female  67            0             0          Yes Self-employed
## 2327    Male  10            0             0           No      children
## 2328  Female  24            0             0          Yes Self-employed
## 2329    Male  50            0             0          Yes Self-employed
## 2330    Male  79            0             1          Yes       Private
## 2331    Male  14            0             0           No      children
## 2333    Male  71            0             1          Yes       Private
## 2335    Male  32            0             0           No      Govt_job
## 2336    Male  46            0             0          Yes      Govt_job
## 2337    Male  48            1             0          Yes       Private
## 2338  Female  45            0             0          Yes       Private
## 2339    Male  55            0             0          Yes       Private
## 2340  Female  31            0             0          Yes       Private
## 2341    Male  25            0             0           No       Private
## 2342    Male  73            1             0          Yes Self-employed
## 2346    Male  27            0             0          Yes       Private
## 2347  Female  28            0             0          Yes       Private
## 2348    Male  46            1             0          Yes       Private
## 2349  Female  11            0             0           No      children
## 2350  Female  63            0             0          Yes       Private
## 2352    Male  57            0             0          Yes       Private
## 2353  Female  35            0             0           No       Private
## 2354    Male  54            0             0          Yes       Private
## 2356  Female  48            0             0          Yes       Private
## 2357    Male  69            1             0          Yes       Private
## 2359  Female  72            1             0          Yes Self-employed
## 2360    Male  49            0             0          Yes       Private
## 2361  Female  73            1             0          Yes       Private
## 2362  Female  24            0             0           No       Private
## 2364    Male  27            0             0           No       Private
## 2365  Female  78            0             1           No Self-employed
## 2366  Female  77            0             0          Yes       Private
## 2367  Female  59            0             0          Yes Self-employed
## 2369    Male  39            0             0          Yes       Private
## 2370  Female  35            0             0          Yes       Private
## 2371    Male  54            0             0          Yes       Private
## 2372  Female  75            0             1          Yes       Private
## 2374  Female  35            0             0          Yes       Private
## 2376    Male  39            0             0          Yes       Private
## 2378  Female  62            0             0          Yes Self-employed
## 2381    Male  53            0             1          Yes      Govt_job
## 2384    Male  13            0             0           No      children
## 2386  Female  35            0             0          Yes       Private
## 2387  Female  52            0             0          Yes       Private
## 2388  Female  76            0             0          Yes       Private
## 2389  Female  51            0             0          Yes Self-employed
## 2390  Female  79            0             0          Yes      Govt_job
## 2391  Female  69            0             0          Yes Self-employed
## 2392  Female  78            0             0          Yes Self-employed
## 2393    Male  60            0             0          Yes       Private
## 2396    Male  21            0             0           No       Private
## 2397  Female  56            0             0          Yes       Private
## 2398    Male  59            0             0          Yes      Govt_job
## 2399  Female  69            0             0          Yes       Private
## 2401    Male  63            0             0          Yes Self-employed
## 2402    Male  25            0             0           No       Private
## 2403  Female  58            0             0          Yes       Private
## 2405  Female  46            0             0          Yes      Govt_job
## 2406    Male  53            0             0          Yes       Private
## 2410  Female  60            0             0          Yes       Private
## 2411    Male  42            0             0          Yes       Private
## 2413    Male  80            1             0          Yes Self-employed
## 2415  Female  53            0             0          Yes      Govt_job
## 2416  Female  50            0             0          Yes      Govt_job
## 2417  Female  23            0             0           No       Private
## 2418  Female  45            0             0          Yes       Private
## 2420    Male  49            0             0          Yes       Private
## 2421    Male  70            0             1          Yes       Private
## 2422  Female  82            0             0          Yes Self-employed
## 2424  Female  79            0             0          Yes Self-employed
## 2425  Female  74            0             0          Yes       Private
## 2426  Female  72            1             0          Yes       Private
## 2427    Male  78            0             1          Yes Self-employed
## 2428  Female  50            0             0          Yes       Private
## 2430    Male  47            0             0          Yes      Govt_job
## 2431  Female  52            0             0          Yes      Govt_job
## 2432  Female  67            0             0          Yes       Private
## 2434  Female  18            0             0           No       Private
## 2435  Female  75            1             0          Yes      Govt_job
## 2436  Female  42            0             0          Yes       Private
## 2437    Male  29            0             0          Yes      Govt_job
## 2438    Male  52            0             0          Yes      Govt_job
## 2441  Female  66            0             0          Yes       Private
## 2443  Female  18            0             0           No      Govt_job
## 2444    Male  52            0             0          Yes      Govt_job
## 2446    Male  46            1             0          Yes      Govt_job
## 2447  Female  36            0             0          Yes      Govt_job
## 2448  Female  61            0             0          Yes      Govt_job
## 2452    Male  20            0             0           No       Private
## 2454    Male  47            0             0          Yes Self-employed
## 2455  Female  25            0             0           No      Govt_job
## 2456    Male  66            1             0          Yes       Private
## 2458  Female  63            0             0          Yes       Private
## 2459  Female  53            0             0           No       Private
## 2460  Female  33            0             0          Yes      Govt_job
## 2462  Female  23            0             0           No      Govt_job
## 2463  Female  81            0             0          Yes Self-employed
## 2464    Male  55            0             0          Yes       Private
## 2465  Female  69            1             0          Yes      Govt_job
## 2466    Male  58            0             0          Yes       Private
## 2469  Female  48            0             0          Yes       Private
## 2470    Male  15            0             0           No       Private
## 2471    Male  31            1             0          Yes       Private
## 2473    Male  80            0             0           No Self-employed
## 2477    Male  54            0             0          Yes       Private
## 2480  Female  38            0             0          Yes       Private
## 2481    Male  76            0             1          Yes       Private
## 2482  Female  45            0             0           No       Private
## 2484  Female  77            0             0          Yes       Private
## 2486  Female  50            0             0          Yes       Private
## 2488  Female  73            1             0          Yes       Private
## 2490  Female  40            0             0           No       Private
## 2491  Female  59            0             0          Yes       Private
## 2492    Male  48            0             0          Yes      Govt_job
## 2493  Female  42            0             0          Yes       Private
## 2494  Female  26            0             0           No       Private
## 2495    Male  39            0             0          Yes Self-employed
## 2496  Female  34            0             0           No       Private
## 2497  Female  54            0             0          Yes       Private
## 2498  Female  57            0             0          Yes       Private
## 2500  Female  50            1             1           No      Govt_job
## 2501  Female  64            1             0          Yes Self-employed
## 2502    Male  44            0             0          Yes      Govt_job
## 2503    Male  38            0             0          Yes       Private
## 2504    Male  32            0             0          Yes       Private
## 2506    Male  81            0             0          Yes      Govt_job
## 2509    Male  70            1             1          Yes       Private
## 2510    Male  52            0             0           No      Govt_job
## 2511  Female  67            0             1          Yes Self-employed
## 2512  Female  17            0             0           No  Never_worked
## 2513    Male  61            0             0          Yes       Private
## 2514  Female  31            0             0           No       Private
## 2515    Male  58            0             0          Yes Self-employed
## 2516  Female  12            0             0           No      children
## 2517  Female  30            0             0           No       Private
## 2518  Female  65            0             0          Yes Self-employed
## 2519  Female  23            0             0           No       Private
## 2520    Male  14            0             0           No      children
## 2521    Male  27            0             0           No Self-employed
## 2522  Female  53            0             0          Yes       Private
## 2523  Female  58            1             0          Yes      Govt_job
## 2525    Male  59            1             0          Yes Self-employed
## 2526  Female  46            0             0          Yes      Govt_job
## 2527  Female  41            0             0           No       Private
## 2528    Male  55            0             0          Yes Self-employed
## 2529  Female  43            0             0          Yes       Private
## 2532  Female  36            0             0          Yes       Private
## 2533  Female  36            0             0          Yes       Private
## 2534  Female  47            0             0           No       Private
## 2537    Male  65            0             0          Yes Self-employed
## 2538    Male  17            0             0           No      Govt_job
## 2539    Male  54            0             0          Yes       Private
## 2540  Female  46            0             0          Yes       Private
## 2541  Female  59            0             0          Yes Self-employed
## 2542  Female  48            0             0          Yes      Govt_job
## 2543  Female  38            0             0          Yes       Private
## 2544  Female  18            0             0           No       Private
## 2547  Female  41            0             0           No       Private
## 2550  Female  47            0             0          Yes      Govt_job
## 2551  Female  24            0             0           No       Private
## 2552    Male  43            0             0          Yes       Private
## 2555  Female  24            0             0          Yes       Private
## 2556  Female  79            0             0           No Self-employed
## 2557    Male  79            0             0          Yes Self-employed
## 2558  Female  27            0             0          Yes       Private
## 2560    Male  64            0             1          Yes Self-employed
## 2561  Female  34            0             0          Yes       Private
## 2562  Female  50            0             0          Yes Self-employed
## 2563  Female  58            0             0          Yes Self-employed
## 2564    Male  26            0             0          Yes      Govt_job
## 2566  Female  80            0             0          Yes       Private
## 2568    Male  46            0             0           No       Private
## 2569  Female  29            0             0          Yes       Private
## 2571    Male  32            0             0          Yes Self-employed
## 2572  Female  16            0             0           No  Never_worked
## 2573  Female  44            0             0          Yes      Govt_job
## 2574  Female  23            0             0           No       Private
## 2577    Male  78            0             0          Yes      Govt_job
## 2578  Female  42            0             0          Yes       Private
## 2579    Male  14            0             0           No       Private
## 2580  Female  40            0             0           No       Private
## 2583  Female  42            0             0           No Self-employed
## 2584    Male  47            0             0          Yes       Private
## 2585    Male  14            0             0           No       Private
## 2586    Male  45            0             0          Yes       Private
## 2587    Male  58            0             0           No       Private
## 2590  Female  62            0             1          Yes      Govt_job
## 2591  Female  51            0             1          Yes Self-employed
## 2593  Female  57            0             0          Yes       Private
## 2597  Female  56            0             0          Yes       Private
## 2598  Female  41            0             0          Yes      Govt_job
## 2601    Male  57            0             0          Yes       Private
## 2602    Male  20            0             0           No       Private
## 2604    Male  43            0             0          Yes       Private
## 2605    Male  62            0             0          Yes       Private
## 2606    Male  42            0             0           No      Govt_job
## 2607    Male  50            0             0          Yes       Private
## 2608  Female  63            0             0          Yes       Private
## 2609    Male  80            0             1          Yes       Private
## 2611  Female  20            0             0           No       Private
## 2613  Female  50            0             0          Yes       Private
## 2615  Female  41            0             0          Yes       Private
## 2616    Male  76            0             0          Yes       Private
## 2619    Male  29            1             0          Yes       Private
## 2620  Female  43            0             0          Yes       Private
## 2621  Female  49            0             0          Yes       Private
## 2622    Male  70            1             0          Yes Self-employed
## 2623    Male  24            0             0           No       Private
## 2624  Female  41            0             0          Yes       Private
## 2626    Male  34            0             0          Yes       Private
## 2628    Male  27            0             0          Yes       Private
## 2629  Female  44            0             0          Yes      Govt_job
## 2630    Male  20            0             0           No       Private
## 2632  Female  57            0             0          Yes       Private
## 2633    Male  29            0             0           No       Private
## 2635  Female  35            0             0          Yes      Govt_job
## 2637    Male  63            0             0          Yes       Private
## 2638    Male  59            1             0          Yes       Private
## 2639    Male  63            0             0          Yes       Private
## 2640    Male  52            0             0          Yes       Private
## 2641  Female  50            0             0           No       Private
## 2644    Male  30            0             0           No       Private
## 2646    Male  75            1             0          Yes       Private
## 2650  Female  37            0             0          Yes      Govt_job
## 2651    Male  38            0             0          Yes      Govt_job
## 2653  Female  26            0             0           No      Govt_job
## 2654  Female  58            0             0          Yes      Govt_job
## 2655  Female  49            0             0          Yes       Private
## 2656    Male  57            0             0          Yes       Private
## 2657    Male  58            0             0          Yes       Private
## 2658    Male  76            0             0          Yes       Private
## 2660  Female  79            0             0          Yes Self-employed
## 2661    Male  34            0             0          Yes       Private
## 2662    Male  75            0             0          Yes Self-employed
## 2663    Male  11            0             0           No      children
## 2665  Female  40            0             0          Yes       Private
## 2668  Female  82            0             0          Yes Self-employed
## 2670  Female  81            0             0          Yes       Private
## 2671  Female  33            1             0           No       Private
## 2672  Female  79            0             1          Yes       Private
## 2674    Male  39            0             0          Yes       Private
## 2675  Female  60            1             0          Yes Self-employed
## 2676    Male  48            0             0          Yes       Private
## 2677    Male  24            0             0           No       Private
## 2678  Female  70            1             0          Yes Self-employed
## 2681    Male  78            0             0          Yes       Private
## 2684    Male  72            0             1          Yes       Private
## 2686    Male  29            0             0          Yes       Private
## 2687  Female  44            0             0          Yes       Private
## 2688    Male  46            0             0          Yes       Private
## 2689    Male  33            0             0          Yes       Private
## 2690    Male  63            0             1          Yes Self-employed
## 2692    Male  55            0             0          Yes       Private
## 2693  Female  56            0             0          Yes       Private
## 2694    Male  50            0             0           No      Govt_job
## 2695    Male  78            1             1          Yes Self-employed
## 2697  Female  31            0             0          Yes       Private
## 2698    Male  65            0             0          Yes       Private
## 2699    Male  51            0             0          Yes       Private
## 2700    Male  60            0             0          Yes       Private
## 2701    Male  69            0             0          Yes Self-employed
## 2702  Female  23            0             0           No       Private
## 2703    Male  46            0             0          Yes       Private
## 2704  Female  16            0             0           No       Private
## 2705  Female  26            0             0           No       Private
## 2706  Female  44            1             0          Yes      Govt_job
## 2707  Female  56            0             0          Yes       Private
## 2708  Female  23            0             0          Yes      Govt_job
## 2709  Female  38            0             0          Yes       Private
## 2711  Female  63            0             1          Yes Self-employed
## 2712    Male  23            0             0           No       Private
## 2713    Male  32            0             0           No       Private
## 2715    Male  77            0             0          Yes Self-employed
## 2716  Female  41            0             0          Yes       Private
## 2717  Female  34            0             0           No      Govt_job
## 2719  Female  35            0             0          Yes Self-employed
## 2720    Male  15            0             0           No      children
## 2723  Female  33            0             0           No       Private
## 2724    Male  28            0             0          Yes Self-employed
## 2726  Female  50            0             0          Yes       Private
## 2727  Female  76            0             1          Yes Self-employed
## 2728  Female  72            0             0          Yes Self-employed
## 2730    Male  44            0             0          Yes       Private
## 2731    Male  46            0             1          Yes      Govt_job
## 2732    Male  46            0             0          Yes       Private
## 2733  Female  73            1             1          Yes      Govt_job
## 2734    Male  54            0             0          Yes       Private
## 2737    Male  82            0             1          Yes       Private
## 2738  Female  27            0             0           No       Private
## 2739  Female  36            0             0          Yes       Private
## 2740  Female  61            0             0          Yes Self-employed
## 2742  Female  25            0             0           No       Private
## 2743  Female  68            0             0          Yes       Private
## 2744  Female  26            1             0          Yes       Private
## 2745  Female  17            0             0           No       Private
## 2746    Male  75            0             0          Yes       Private
## 2748    Male  53            0             0          Yes       Private
## 2750    Male  48            0             0          Yes       Private
## 2752    Male  79            0             0          Yes       Private
## 2753    Male  16            0             0           No       Private
## 2755    Male  70            0             0          Yes      Govt_job
## 2756    Male  55            1             1          Yes       Private
## 2757  Female  70            1             0          Yes Self-employed
## 2758  Female  51            0             0          Yes       Private
## 2759  Female  39            0             0          Yes       Private
## 2761    Male  80            1             0          Yes Self-employed
## 2763    Male  59            0             0          Yes      Govt_job
## 2764  Female  54            0             0          Yes       Private
## 2766  Female  21            0             0           No       Private
## 2768  Female  26            0             0           No       Private
## 2769    Male  62            0             0          Yes       Private
## 2770  Female  33            0             0          Yes       Private
## 2771    Male  51            0             0          Yes Self-employed
## 2773    Male  42            0             0          Yes       Private
## 2774  Female  82            1             0          Yes Self-employed
## 2775  Female  61            0             0          Yes       Private
## 2777    Male  59            1             1          Yes      Govt_job
## 2778  Female  31            0             0          Yes       Private
## 2779    Male  12            0             0           No      children
## 2780  Female  76            0             1          Yes       Private
## 2781    Male  71            0             1          Yes      Govt_job
## 2783    Male  44            0             0          Yes       Private
## 2784    Male  30            0             0           No       Private
## 2785  Female  47            0             0          Yes       Private
## 2786  Female  47            0             0          Yes       Private
## 2787  Female  60            0             0          Yes       Private
## 2788    Male  62            0             0          Yes       Private
## 2789  Female  47            0             0          Yes       Private
## 2790    Male  78            0             0          Yes       Private
## 2791  Female  35            0             0          Yes       Private
## 2792    Male  71            0             1          Yes       Private
## 2793  Female  57            0             0          Yes Self-employed
## 2795    Male  26            0             0          Yes       Private
## 2796    Male  33            0             0           No Self-employed
## 2797    Male  60            0             0          Yes       Private
## 2798  Female  35            0             0           No       Private
## 2800    Male  50            0             0          Yes      Govt_job
## 2802  Female  73            0             0           No Self-employed
## 2803  Female  41            0             0          Yes       Private
## 2805    Male  45            0             0          Yes Self-employed
## 2806  Female  60            0             0           No       Private
## 2807  Female  63            0             0          Yes       Private
## 2808  Female  49            1             0          Yes      Govt_job
## 2810  Female  55            1             0          Yes       Private
## 2812  Female  39            0             0          Yes       Private
## 2813    Male  76            0             0          Yes Self-employed
## 2815  Female  70            1             0          Yes       Private
## 2817    Male  79            0             0          Yes Self-employed
## 2818    Male  30            0             0          Yes       Private
## 2819  Female  26            0             0          Yes      Govt_job
## 2820  Female  57            0             0          Yes      Govt_job
## 2823    Male  77            0             0          Yes      Govt_job
## 2824    Male  60            1             0          Yes      Govt_job
## 2825  Female  67            1             0          Yes       Private
## 2826  Female  36            0             0          Yes       Private
## 2829    Male  52            0             0          Yes       Private
## 2832    Male  33            0             0          Yes Self-employed
## 2834  Female  20            0             0           No       Private
## 2836    Male  25            0             0          Yes       Private
## 2837  Female  23            0             0           No       Private
## 2838  Female  28            0             0          Yes       Private
## 2841  Female  10            0             0           No      children
## 2842  Female  34            0             0          Yes       Private
## 2843  Female  60            0             0          Yes Self-employed
## 2844  Female  22            0             0           No       Private
## 2845  Female  62            1             0          Yes Self-employed
## 2846  Female  52            0             0          Yes      Govt_job
## 2847    Male  61            0             0           No       Private
## 2848  Female  10            0             0           No      children
## 2849    Male  76            1             0          Yes       Private
## 2850    Male  36            0             0          Yes       Private
## 2851  Female  29            0             0          Yes       Private
## 2853  Female  62            0             0          Yes      Govt_job
## 2854    Male  62            0             1          Yes      Govt_job
## 2855  Female  79            0             0           No Self-employed
## 2858    Male  49            0             0          Yes Self-employed
## 2859  Female  41            0             0          Yes       Private
## 2860    Male  56            0             0          Yes       Private
## 2862  Female  24            0             0           No       Private
## 2864  Female  40            0             0           No      Govt_job
## 2865  Female  22            0             0           No       Private
## 2866  Female  80            1             0          Yes       Private
## 2867  Female  60            1             1          Yes       Private
## 2868  Female  57            0             0          Yes       Private
## 2869  Female  55            0             0          Yes       Private
## 2870  Female  39            0             0          Yes Self-employed
## 2871  Female  51            0             0          Yes       Private
## 2872  Female  47            0             0          Yes Self-employed
## 2873    Male  77            1             1          Yes Self-employed
## 2874  Female  32            0             0          Yes       Private
## 2875  Female  45            0             0           No Self-employed
## 2876  Female  49            0             0          Yes       Private
## 2878  Female  74            0             0          Yes       Private
## 2879  Female  72            0             0          Yes Self-employed
## 2881    Male  51            1             0           No      Govt_job
## 2882  Female  55            0             0          Yes       Private
## 2883    Male  73            0             1          Yes       Private
## 2884    Male  12            0             0           No      children
## 2886  Female  76            0             0          Yes Self-employed
## 2887  Female  38            1             0          Yes       Private
## 2891    Male  32            0             0          Yes       Private
## 2896  Female  63            0             0          Yes       Private
## 2898  Female  29            0             0           No       Private
## 2899    Male  53            0             0          Yes       Private
## 2900  Female  49            0             0          Yes       Private
## 2901    Male  81            0             0          Yes       Private
## 2903  Female  42            0             0          Yes       Private
## 2904  Female  61            0             0          Yes       Private
## 2907    Male  82            0             0           No Self-employed
## 2908  Female  43            0             0          Yes      Govt_job
## 2910    Male  58            0             0          Yes      Govt_job
## 2911  Female  45            0             0          Yes      Govt_job
## 2912  Female  62            1             0          Yes       Private
## 2914  Female  72            0             0          Yes Self-employed
## 2915   Other  26            0             0           No       Private
## 2917  Female  31            0             0          Yes      Govt_job
## 2919    Male  22            0             0           No       Private
## 2921  Female  57            1             0          Yes Self-employed
## 2922    Male  52            0             0          Yes       Private
## 2923  Female  64            0             0          Yes       Private
## 2924  Female  58            0             0          Yes       Private
## 2925  Female  26            0             0           No      Govt_job
## 2926    Male  54            0             0          Yes Self-employed
## 2927    Male  32            0             0           No Self-employed
## 2928  Female  66            0             0          Yes      Govt_job
## 2930  Female  77            1             0          Yes Self-employed
## 2933  Female  16            0             0           No       Private
## 2934  Female  73            0             1          Yes       Private
## 2936    Male  36            0             0          Yes       Private
## 2939  Female  42            0             0          Yes      Govt_job
## 2941    Male  32            0             0          Yes       Private
## 2943  Female  28            0             0          Yes       Private
## 2945    Male  11            0             0           No      children
## 2946  Female  75            0             0          Yes Self-employed
## 2947    Male  55            0             0          Yes       Private
## 2949  Female  48            0             0          Yes       Private
## 2950    Male  73            0             0          Yes Self-employed
## 2951  Female  56            0             0          Yes      Govt_job
## 2952    Male  54            1             0          Yes       Private
## 2954  Female  65            0             0          Yes       Private
## 2955  Female  69            0             0           No       Private
## 2956  Female  29            0             0          Yes Self-employed
## 2957  Female  64            1             0          Yes      Govt_job
## 2958  Female  16            0             0           No       Private
## 2959  Female  75            0             0          Yes       Private
## 2960  Female  17            0             0           No       Private
## 2963    Male  24            0             0          Yes       Private
## 2964  Female  68            0             0           No       Private
## 2966    Male  52            0             0          Yes       Private
## 2967  Female  82            0             0          Yes       Private
## 2968    Male  56            0             0          Yes       Private
## 2972  Female  57            0             0          Yes       Private
## 2976    Male  39            0             0          Yes       Private
## 2977    Male  44            0             0          Yes      Govt_job
## 2979    Male  24            0             0          Yes       Private
## 2980  Female  24            0             0           No      Govt_job
## 2981    Male  54            0             1          Yes      Govt_job
## 2982  Female  72            1             0          Yes       Private
## 2984  Female  36            0             0          Yes       Private
## 2985  Female  22            0             0           No      Govt_job
## 2986  Female  68            0             0          Yes      Govt_job
## 2987    Male  24            0             0           No       Private
## 2988  Female  35            0             0          Yes       Private
## 2989  Female  32            0             0          Yes       Private
## 2990  Female  52            0             0          Yes       Private
## 2991    Male  21            0             0           No       Private
## 2992  Female  82            1             0           No       Private
## 2993    Male  33            0             0           No       Private
## 2995  Female  57            1             0          Yes       Private
## 2996    Male  14            0             0           No  Never_worked
## 2998  Female  63            1             0          Yes Self-employed
## 2999  Female  50            0             0          Yes      Govt_job
## 3001    Male  80            0             0          Yes       Private
## 3003    Male  46            0             0          Yes       Private
## 3004  Female  66            0             0          Yes       Private
## 3005    Male  26            0             0          Yes Self-employed
## 3006  Female  70            0             0          Yes       Private
## 3007  Female  62            0             0          Yes       Private
## 3008    Male  15            0             0           No      children
## 3009    Male  67            0             0          Yes       Private
## 3010    Male  63            0             0          Yes       Private
## 3011  Female  42            0             0          Yes      Govt_job
## 3012  Female  49            1             0          Yes      Govt_job
## 3014  Female  31            0             0          Yes Self-employed
## 3016    Male  81            0             0          Yes Self-employed
## 3017  Female  52            1             0          Yes Self-employed
## 3019    Male  41            0             0          Yes       Private
## 3020  Female  73            0             0          Yes      Govt_job
## 3021  Female  64            1             0          Yes Self-employed
## 3022    Male  65            0             0          Yes       Private
## 3024  Female  39            1             0          Yes       Private
## 3025  Female  47            0             0          Yes       Private
## 3026    Male  40            0             0          Yes Self-employed
## 3029    Male  56            0             0          Yes       Private
## 3030    Male  54            0             0          Yes       Private
## 3031  Female  26            0             0           No       Private
## 3032  Female  45            0             0          Yes       Private
## 3033  Female  57            0             0          Yes      Govt_job
## 3034  Female  78            0             0          Yes       Private
## 3036    Male  76            1             0          Yes Self-employed
## 3037  Female  51            0             0          Yes      Govt_job
## 3038  Female  54            0             0          Yes       Private
## 3039  Female  36            0             0          Yes       Private
## 3040  Female  57            0             0          Yes      Govt_job
## 3041  Female  25            0             0           No       Private
## 3043  Female  76            0             0          Yes Self-employed
## 3045  Female  66            1             0          Yes      Govt_job
## 3047  Female  79            1             0          Yes       Private
## 3048  Female  25            0             0           No       Private
## 3049  Female  53            0             0          Yes       Private
## 3050  Female  35            1             0          Yes       Private
## 3052  Female  32            0             0          Yes       Private
## 3055  Female  34            0             0          Yes      Govt_job
## 3056  Female  65            0             0          Yes      Govt_job
## 3057  Female  15            0             0           No       Private
## 3059  Female  71            0             0          Yes       Private
## 3060  Female  42            0             0          Yes      Govt_job
## 3061    Male  30            0             0          Yes       Private
## 3064    Male  47            0             0          Yes       Private
## 3065  Female  75            1             0           No Self-employed
## 3066  Female  61            0             0          Yes       Private
## 3067    Male  61            0             0          Yes Self-employed
## 3068  Female  27            0             0          Yes       Private
## 3069  Female  55            0             0          Yes       Private
## 3071  Female  51            0             0          Yes      Govt_job
## 3072  Female  45            0             0          Yes Self-employed
## 3073    Male  36            0             0          Yes       Private
## 3074    Male  46            0             0          Yes      Govt_job
## 3075  Female  48            0             0          Yes       Private
## 3076  Female  79            0             0          Yes Self-employed
## 3077  Female  50            0             0          Yes      Govt_job
## 3079    Male  32            0             0          Yes       Private
## 3080  Female  36            0             0          Yes       Private
## 3085    Male  31            0             0           No       Private
## 3086  Female  26            0             0           No       Private
## 3087    Male  43            0             0           No      Govt_job
## 3088  Female  33            0             0          Yes       Private
## 3089    Male  34            0             0           No Self-employed
## 3090    Male  66            0             0          Yes      Govt_job
## 3091  Female  44            0             0          Yes       Private
## 3092  Female  56            0             0          Yes       Private
## 3093  Female  67            0             0          Yes Self-employed
## 3094    Male  18            0             0           No       Private
## 3096    Male  61            0             0          Yes       Private
## 3098    Male  48            0             0           No Self-employed
## 3100    Male  78            1             0          Yes       Private
## 3101    Male  44            0             0          Yes Self-employed
## 3102  Female  68            0             0          Yes       Private
## 3103    Male  52            0             1          Yes       Private
## 3104    Male  15            0             0           No      Govt_job
## 3110    Male  52            1             0          Yes      Govt_job
## 3112    Male  61            1             0          Yes       Private
## 3113    Male  36            0             0          Yes       Private
## 3116    Male  43            0             0          Yes       Private
## 3118  Female  49            0             0          Yes       Private
## 3120  Female  82            0             0          Yes Self-employed
## 3121  Female  81            1             0          Yes       Private
## 3122    Male  81            1             1           No       Private
## 3124    Male  60            0             0          Yes Self-employed
## 3126  Female  58            0             0           No       Private
## 3129  Female  34            0             0          Yes       Private
## 3130  Female  23            0             0           No       Private
## 3131  Female  74            0             0           No Self-employed
## 3132  Female  79            0             1          Yes       Private
## 3133    Male  72            0             1          Yes Self-employed
## 3135  Female  56            0             0          Yes       Private
## 3138  Female  38            0             0          Yes       Private
## 3139    Male  13            0             0           No       Private
## 3141  Female  50            0             0          Yes Self-employed
## 3142  Female  41            0             0          Yes       Private
## 3147    Male  63            0             0          Yes Self-employed
## 3150  Female  72            0             1           No Self-employed
## 3151  Female  77            1             0          Yes Self-employed
## 3152  Female  45            0             0          Yes       Private
## 3153    Male  80            0             0          Yes      Govt_job
## 3155    Male  37            0             0          Yes      Govt_job
## 3156  Female  58            1             0          Yes       Private
## 3158    Male  38            0             0          Yes      Govt_job
## 3160  Female  20            0             0           No       Private
## 3161    Male  23            0             0           No       Private
## 3162    Male  55            0             0           No      Govt_job
## 3165  Female  23            0             0           No       Private
## 3166    Male  82            0             1          Yes Self-employed
## 3169    Male  61            0             0          Yes       Private
## 3170    Male  43            0             0          Yes       Private
## 3172  Female  22            0             0          Yes       Private
## 3175  Female  65            0             0          Yes      Govt_job
## 3177  Female  51            0             0          Yes       Private
## 3178    Male  63            0             0          Yes       Private
## 3181  Female  53            0             0          Yes       Private
## 3182  Female  75            0             0          Yes       Private
## 3183  Female  51            0             0          Yes Self-employed
## 3184    Male  51            0             0           No Self-employed
## 3185  Female  41            0             0          Yes       Private
## 3186  Female  75            1             0          Yes Self-employed
## 3187    Male  57            0             0          Yes       Private
## 3188  Female  33            0             0           No       Private
## 3189  Female  72            0             0          Yes      Govt_job
## 3190  Female  52            0             0          Yes       Private
## 3192  Female  28            0             0           No       Private
## 3193  Female  78            1             0           No Self-employed
## 3194  Female  82            0             0          Yes Self-employed
## 3195    Male  74            0             0          Yes       Private
## 3196  Female  31            0             0          Yes       Private
## 3197  Female  53            1             0          Yes       Private
## 3199  Female  67            1             0          Yes      Govt_job
## 3200  Female  17            0             0           No       Private
## 3201  Female  29            0             0          Yes       Private
## 3202  Female  56            1             0          Yes       Private
## 3204  Female  29            0             0           No       Private
## 3205  Female  79            1             1          Yes      Govt_job
## 3206  Female  82            1             1          Yes       Private
## 3209    Male  23            0             0           No       Private
## 3211    Male  47            0             0          Yes       Private
## 3212    Male  24            0             0           No       Private
## 3213  Female  60            0             0          Yes      Govt_job
## 3214  Female  63            0             0          Yes       Private
## 3215    Male  44            0             0          Yes       Private
## 3216    Male  38            0             0          Yes       Private
## 3217  Female  26            0             0          Yes       Private
## 3218  Female  18            0             0           No       Private
## 3219    Male  18            0             0           No       Private
## 3222  Female  47            0             0          Yes       Private
## 3223  Female  80            1             0          Yes Self-employed
## 3225  Female  72            0             0          Yes      Govt_job
## 3227  Female  51            0             0          Yes      Govt_job
## 3230    Male  66            0             0          Yes       Private
## 3231  Female  53            0             0           No       Private
## 3232  Female  15            0             0           No       Private
## 3234  Female  78            0             0          Yes       Private
## 3235  Female  62            0             0          Yes       Private
## 3239  Female  78            0             0          Yes       Private
## 3242    Male  71            1             1          Yes Self-employed
## 3243    Male  32            0             0          Yes       Private
## 3244    Male  16            0             0           No       Private
## 3246  Female  63            0             0          Yes      Govt_job
## 3248  Female  59            0             0          Yes Self-employed
## 3249    Male  32            0             0          Yes       Private
## 3250    Male  58            0             0          Yes       Private
## 3251  Female  40            0             0          Yes Self-employed
## 3252  Female  41            0             0          Yes       Private
## 3253  Female  21            0             0           No       Private
## 3255    Male  55            0             0          Yes      Govt_job
## 3256  Female  67            0             0          Yes       Private
## 3257    Male  49            1             0          Yes Self-employed
## 3258  Female  42            0             0          Yes       Private
## 3259    Male  63            0             1          Yes       Private
## 3260  Female  54            0             0          Yes Self-employed
## 3261  Female  25            0             0          Yes       Private
## 3263    Male  75            0             0          Yes      Govt_job
## 3264  Female  72            1             0          Yes       Private
## 3265  Female  14            0             0           No       Private
## 3267    Male  59            0             0          Yes      Govt_job
## 3268  Female  23            0             0           No       Private
## 3269  Female  63            1             1           No      Govt_job
## 3270    Male  82            0             0          Yes Self-employed
## 3271    Male  34            0             0          Yes       Private
## 3273  Female  28            0             0          Yes       Private
## 3274  Female  49            0             0          Yes      Govt_job
## 3275  Female  24            0             0          Yes       Private
## 3276    Male  17            0             0           No  Never_worked
## 3277  Female  69            1             0          Yes Self-employed
## 3279    Male  50            0             0          Yes       Private
## 3281  Female  34            0             0          Yes       Private
## 3282  Female  64            0             0          Yes Self-employed
## 3283    Male  47            0             0          Yes       Private
## 3284  Female  61            0             0          Yes       Private
## 3286  Female  57            0             0          Yes       Private
## 3287    Male  53            0             1          Yes       Private
## 3288    Male  67            0             0          Yes       Private
## 3289  Female  57            0             0           No       Private
## 3292  Female  37            0             0          Yes       Private
## 3293  Female  82            0             0          Yes       Private
## 3294    Male  39            1             0          Yes Self-employed
## 3296    Male  57            0             0          Yes Self-employed
## 3298  Female  68            0             0          Yes       Private
## 3299    Male  79            1             0          Yes Self-employed
## 3302  Female  46            0             0          Yes       Private
## 3303  Female  66            0             0          Yes       Private
## 3304  Female  61            0             0          Yes Self-employed
## 3305  Female  16            0             0           No       Private
## 3306  Female  37            0             0          Yes       Private
## 3307  Female  43            0             0          Yes      Govt_job
## 3308  Female  27            0             0          Yes       Private
## 3309    Male  44            1             0          Yes Self-employed
## 3312    Male  52            0             1           No Self-employed
## 3313    Male  54            1             0          Yes      Govt_job
## 3314  Female  77            0             0          Yes Self-employed
## 3315    Male  27            0             0           No       Private
## 3316  Female  35            0             0          Yes Self-employed
## 3317  Female  30            0             0          Yes       Private
## 3318  Female  48            0             0          Yes Self-employed
## 3319  Female  15            0             0           No      children
## 3320  Female  26            0             0          Yes       Private
## 3322    Male  29            0             0           No       Private
## 3324  Female  55            0             0          Yes       Private
## 3325    Male  52            0             0          Yes       Private
## 3328  Female  24            0             0          Yes       Private
## 3330    Male  52            0             0          Yes       Private
## 3331    Male  70            1             0          Yes       Private
## 3332  Female  51            0             0          Yes Self-employed
## 3333    Male  58            0             0          Yes       Private
## 3334  Female  46            0             0          Yes      Govt_job
## 3337  Female  61            0             0          Yes       Private
## 3338    Male  51            0             0          Yes Self-employed
## 3340  Female  71            0             0          Yes       Private
## 3342    Male  16            0             0           No       Private
## 3343  Female  61            0             0          Yes       Private
## 3345    Male  65            1             0          Yes      Govt_job
## 3346    Male  40            0             0           No      Govt_job
## 3347  Female  44            0             0          Yes       Private
## 3349    Male  78            0             0          Yes       Private
## 3350  Female  20            0             0           No       Private
## 3351    Male  24            0             0           No      Govt_job
## 3352  Female  44            0             0          Yes Self-employed
## 3354    Male  41            0             0          Yes       Private
## 3355  Female  23            0             0           No       Private
## 3357  Female  74            0             0          Yes       Private
## 3358    Male  61            0             0          Yes      Govt_job
## 3359  Female  80            1             0          Yes       Private
## 3360  Female  35            0             0          Yes       Private
## 3361  Female  43            0             0          Yes       Private
## 3363    Male  72            0             1          Yes Self-employed
## 3364  Female  45            0             0          Yes       Private
## 3366    Male  33            1             0          Yes       Private
## 3367    Male  53            0             0          Yes Self-employed
## 3368  Female  67            0             0          Yes       Private
## 3369    Male  59            0             0          Yes Self-employed
## 3371    Male  27            0             0           No      Govt_job
## 3375  Female  40            0             0          Yes       Private
## 3376    Male  33            0             0          Yes       Private
## 3377  Female  33            0             0          Yes      Govt_job
## 3378    Male  39            1             0          Yes       Private
## 3379  Female  74            0             0          Yes Self-employed
## 3380    Male  38            0             0          Yes       Private
## 3381    Male  53            0             0          Yes      Govt_job
## 3382    Male  22            0             0           No       Private
## 3384    Male  24            0             0           No       Private
## 3386    Male  41            0             0          Yes       Private
## 3387  Female  20            0             0           No       Private
## 3388  Female  71            1             0          Yes       Private
## 3389  Female  65            0             0           No      Govt_job
## 3390    Male  38            0             0          Yes       Private
## 3393  Female  50            0             0          Yes Self-employed
## 3395  Female  55            0             0          Yes Self-employed
## 3396  Female  38            0             0          Yes       Private
## 3397  Female  72            1             1          Yes       Private
## 3398    Male  43            0             0          Yes       Private
## 3399    Male  30            0             0          Yes       Private
## 3400  Female  69            1             0          Yes       Private
## 3401  Female  61            0             0          Yes       Private
## 3402  Female  34            0             0          Yes Self-employed
## 3403  Female  43            0             0          Yes Self-employed
## 3404  Female  62            0             0          Yes       Private
## 3405    Male  48            0             0          Yes      Govt_job
## 3406  Female  37            0             0          Yes       Private
## 3407  Female  64            0             0          Yes      Govt_job
## 3408    Male  51            0             0          Yes       Private
## 3409    Male  69            1             0          Yes Self-employed
## 3410  Female  75            1             0          Yes Self-employed
## 3412  Female  49            0             0           No      Govt_job
## 3413    Male  82            0             0           No Self-employed
## 3414  Female  36            0             0          Yes       Private
## 3415    Male  73            1             0          Yes Self-employed
## 3418  Female  64            0             0          Yes       Private
## 3419    Male  32            0             0           No       Private
## 3423    Male  17            0             0           No       Private
## 3424  Female  76            1             0          Yes Self-employed
## 3425    Male  61            0             0          Yes Self-employed
## 3426    Male  30            0             0          Yes       Private
## 3428    Male  48            0             0          Yes       Private
## 3431    Male  38            0             0          Yes       Private
## 3432  Female  27            0             0          Yes       Private
## 3436    Male  78            0             1          Yes Self-employed
## 3438  Female  53            1             0          Yes       Private
## 3439  Female  73            1             0          Yes       Private
## 3440    Male  34            0             0          Yes       Private
## 3441    Male  58            0             0          Yes      Govt_job
## 3442  Female  62            0             0          Yes       Private
## 3445    Male  78            0             0          Yes      Govt_job
## 3446  Female  40            1             0          Yes       Private
## 3447  Female  35            0             0           No       Private
## 3448    Male  82            0             0          Yes       Private
## 3450  Female  51            1             0          Yes       Private
## 3452    Male  55            0             1          Yes       Private
## 3453  Female  43            0             0          Yes      Govt_job
## 3454    Male  81            0             0          Yes       Private
## 3455    Male  12            0             0           No      children
## 3456  Female  20            0             0           No       Private
## 3457  Female  53            0             0          Yes       Private
## 3459  Female  22            0             0           No       Private
## 3460  Female  75            0             0          Yes Self-employed
## 3461  Female  66            0             0          Yes Self-employed
## 3463  Female  26            0             0           No       Private
## 3464  Female  14            0             0           No       Private
## 3467  Female  42            0             0          Yes Self-employed
## 3469    Male  75            0             0          Yes      Govt_job
## 3470    Male  80            1             0          Yes      Govt_job
## 3471  Female  52            0             0          Yes       Private
## 3474  Female  74            0             0          Yes Self-employed
## 3476  Female  80            1             0          Yes       Private
## 3477  Female  31            0             0          Yes Self-employed
## 3478  Female  28            1             0          Yes      Govt_job
## 3479  Female  25            0             0          Yes       Private
## 3480    Male  71            0             0           No       Private
## 3481  Female  51            0             0          Yes      Govt_job
## 3483    Male  45            1             0           No       Private
## 3484    Male  53            0             0          Yes      Govt_job
## 3485    Male  69            0             0          Yes Self-employed
## 3486  Female  42            0             0          Yes       Private
## 3488    Male  64            1             0          Yes       Private
## 3490    Male  44            0             0          Yes       Private
## 3491    Male  78            0             1          Yes Self-employed
## 3493  Female  69            0             0          Yes Self-employed
## 3498  Female  69            0             0          Yes Self-employed
## 3499    Male  58            1             0          Yes Self-employed
## 3500  Female  75            0             0          Yes Self-employed
## 3501  Female  60            0             0          Yes Self-employed
## 3502  Female  75            0             0          Yes Self-employed
## 3504    Male  38            0             0           No       Private
## 3505    Male  28            0             0           No       Private
## 3507  Female  31            0             0          Yes       Private
## 3508  Female  59            1             0          Yes       Private
## 3509  Female  31            0             0           No       Private
## 3510  Female  45            0             0          Yes       Private
## 3511  Female  58            0             0          Yes       Private
## 3512  Female  54            1             0          Yes      Govt_job
## 3513  Female  57            0             0          Yes Self-employed
## 3514    Male  31            0             0           No       Private
## 3515    Male  43            0             0          Yes      Govt_job
## 3518    Male  34            0             0          Yes       Private
## 3519  Female  55            0             0          Yes       Private
## 3520  Female  39            0             0          Yes       Private
## 3521  Female  42            0             0           No       Private
## 3522    Male  44            0             0          Yes       Private
## 3523    Male  69            1             0          Yes       Private
## 3528  Female  69            0             0           No       Private
## 3529  Female  13            0             0           No      children
## 3530  Female  53            0             0          Yes       Private
## 3532    Male  64            0             0          Yes       Private
## 3535    Male  65            0             0          Yes       Private
## 3537    Male  63            0             0          Yes       Private
## 3540  Female  14            0             0           No      children
## 3542    Male  51            1             0          Yes       Private
## 3544    Male  52            1             0          Yes       Private
## 3547  Female  69            0             0          Yes       Private
## 3550  Female  54            0             0          Yes       Private
## 3551    Male  10            0             0           No      children
## 3552  Female  26            0             0          Yes       Private
## 3554    Male  71            0             0          Yes      Govt_job
## 3555  Female  46            0             0          Yes      Govt_job
## 3556    Male  15            0             0           No       Private
## 3557  Female  29            0             0           No       Private
## 3559  Female  21            0             0          Yes       Private
## 3560  Female  56            1             0           No Self-employed
## 3561  Female  14            0             0           No Self-employed
## 3563  Female  36            0             0           No       Private
## 3564  Female  57            1             0          Yes       Private
## 3565    Male  79            1             1          Yes Self-employed
## 3567    Male  22            0             0          Yes       Private
## 3568    Male  72            0             1          Yes       Private
## 3569  Female  54            0             0          Yes       Private
## 3571  Female  62            0             0          Yes       Private
## 3572  Female  28            0             0           No       Private
## 3575  Female  33            0             0          Yes       Private
## 3576    Male  55            0             0          Yes       Private
## 3578  Female  56            0             0          Yes       Private
## 3579  Female  25            0             0           No       Private
## 3580  Female  37            0             0          Yes      Govt_job
## 3582    Male  45            0             0          Yes      Govt_job
## 3584    Male  66            0             1          Yes       Private
## 3585    Male  80            0             0          Yes Self-employed
## 3586  Female  38            0             0          Yes      Govt_job
## 3590  Female  17            0             0           No       Private
## 3591  Female  19            0             0           No       Private
## 3592  Female  40            0             0          Yes      Govt_job
## 3594  Female  69            0             1           No       Private
## 3595  Female  46            0             0          Yes Self-employed
## 3596    Male  78            0             0          Yes Self-employed
## 3597  Female  63            0             1          Yes       Private
## 3600  Female  18            0             0           No       Private
## 3601  Female  46            0             0          Yes       Private
## 3603  Female  53            0             0          Yes       Private
## 3604  Female  38            0             0          Yes      Govt_job
## 3606  Female  24            0             0           No       Private
## 3607    Male  78            0             0          Yes       Private
## 3608    Male  60            0             0          Yes       Private
## 3609    Male  12            0             0           No      children
## 3612  Female  40            0             0          Yes       Private
## 3614  Female  28            0             0          Yes       Private
## 3615  Female  61            0             0          Yes       Private
## 3616  Female  44            1             0          Yes       Private
## 3617    Male  50            0             0          Yes      Govt_job
## 3618  Female  50            0             1          Yes      Govt_job
## 3621  Female  37            0             0           No      Govt_job
## 3624  Female  65            0             0          Yes      Govt_job
## 3627  Female  34            0             0          Yes       Private
## 3628  Female  45            0             0          Yes      Govt_job
## 3630  Female  40            0             0           No       Private
## 3631    Male  35            0             0           No       Private
## 3633  Female  61            0             0          Yes       Private
## 3634    Male  64            1             0          Yes       Private
## 3635  Female  32            0             0          Yes       Private
## 3636    Male  23            0             0           No       Private
## 3637  Female  51            0             0          Yes Self-employed
## 3638  Female  52            0             0          Yes       Private
## 3639  Female  75            0             0          Yes      Govt_job
## 3640  Female  40            0             0          Yes       Private
## 3641    Male  39            0             0          Yes      Govt_job
## 3643  Female  32            0             0          Yes       Private
## 3644  Female  55            0             0           No Self-employed
## 3645  Female  23            0             0           No       Private
## 3646  Female  52            0             0          Yes       Private
## 3647    Male  58            1             0          Yes       Private
## 3650  Female  23            0             0           No       Private
## 3651    Male  56            0             0          Yes Self-employed
## 3653  Female  14            0             0           No       Private
## 3655  Female  57            0             0          Yes       Private
## 3658  Female  42            0             0          Yes      Govt_job
## 3660    Male  62            0             0          Yes       Private
## 3661  Female  43            0             0          Yes       Private
## 3663    Male  40            0             0          Yes Self-employed
## 3665  Female  27            0             0           No       Private
## 3666  Female  47            0             0          Yes Self-employed
## 3667  Female  53            0             0           No      Govt_job
## 3669    Male  50            0             0          Yes Self-employed
## 3670    Male  26            0             0           No       Private
## 3671  Female  19            0             0           No       Private
## 3673  Female  45            0             0          Yes      Govt_job
## 3675  Female  54            0             0          Yes       Private
## 3676    Male  64            1             0          Yes       Private
## 3678  Female  66            0             0          Yes      Govt_job
## 3679  Female  73            0             0          Yes       Private
## 3680  Female  31            0             0           No       Private
## 3682  Female  58            0             0          Yes       Private
## 3684  Female  60            1             0          Yes       Private
## 3685    Male  32            1             0           No      Govt_job
## 3686    Male  23            0             0           No       Private
## 3687    Male  26            0             0           No       Private
## 3688    Male  36            0             0          Yes       Private
## 3692  Female  80            1             0          Yes       Private
## 3693  Female  35            0             0          Yes      Govt_job
## 3695  Female  47            0             0          Yes Self-employed
## 3696    Male  81            1             1          Yes      Govt_job
## 3698    Male  52            0             0          Yes      Govt_job
## 3699  Female  28            0             1          Yes       Private
## 3700  Female  45            0             0          Yes       Private
## 3701    Male  20            0             0           No       Private
## 3703  Female  65            0             0           No       Private
## 3704    Male  45            1             0          Yes Self-employed
## 3707  Female  50            0             0          Yes       Private
## 3709  Female  30            0             0          Yes       Private
## 3710  Female  31            0             0           No       Private
## 3713  Female  67            1             0          Yes Self-employed
## 3714  Female  68            0             0          Yes Self-employed
## 3715  Female  63            1             0          Yes       Private
## 3716    Male  46            0             0           No       Private
## 3717  Female  54            0             0          Yes       Private
## 3718    Male  66            0             0          Yes       Private
## 3719  Female  29            0             0          Yes      Govt_job
## 3720    Male  78            0             0          Yes       Private
## 3725    Male  31            0             0          Yes      Govt_job
## 3727    Male  37            0             0          Yes      Govt_job
## 3728  Female  79            0             0          Yes       Private
## 3729  Female  65            0             0          Yes       Private
## 3730    Male  61            0             0          Yes       Private
## 3731  Female  66            0             0          Yes       Private
## 3732    Male  24            0             0           No       Private
## 3733    Male  66            0             0          Yes Self-employed
## 3735  Female  38            0             0          Yes       Private
## 3737  Female  63            0             0          Yes       Private
## 3738    Male  71            0             0          Yes       Private
## 3739    Male  18            0             0           No       Private
## 3740  Female  65            0             0          Yes       Private
## 3744    Male  35            0             0           No       Private
## 3745  Female  50            0             0          Yes      Govt_job
## 3746  Female  73            1             0           No Self-employed
## 3747  Female  23            0             0           No       Private
## 3748  Female  32            0             0          Yes      Govt_job
## 3749  Female  38            0             0          Yes       Private
## 3751  Female  39            0             0          Yes       Private
## 3754    Male  67            0             0          Yes       Private
## 3758    Male  56            1             0          Yes       Private
## 3760  Female  75            0             1          Yes Self-employed
## 3762    Male  61            0             0          Yes Self-employed
## 3763    Male  76            0             0          Yes Self-employed
## 3766  Female  79            1             0          Yes Self-employed
## 3767  Female  24            0             0           No       Private
## 3768  Female  39            0             0          Yes Self-employed
## 3769  Female  55            0             0          Yes      Govt_job
## 3770  Female  16            0             0           No       Private
## 3772  Female  38            0             0          Yes Self-employed
## 3773    Male  20            0             0           No       Private
## 3774  Female  38            0             0           No       Private
## 3775  Female  52            0             0          Yes       Private
## 3776    Male  49            0             0          Yes       Private
## 3777  Female  80            0             0          Yes Self-employed
## 3778    Male  75            0             0          Yes       Private
## 3779  Female  13            0             0           No       Private
## 3780  Female  54            1             0          Yes       Private
## 3784    Male  59            0             0           No      Govt_job
## 3786  Female  38            0             0           No       Private
## 3788    Male  31            0             0          Yes Self-employed
## 3789    Male  52            1             0          Yes       Private
## 3792  Female  41            0             0          Yes       Private
## 3793    Male  20            0             0           No       Private
## 3794    Male  67            0             0          Yes       Private
## 3795  Female  45            0             0          Yes       Private
## 3798  Female  51            0             0          Yes       Private
## 3799  Female  56            0             0          Yes Self-employed
## 3803    Male  57            0             0          Yes Self-employed
## 3805  Female  28            0             0           No       Private
## 3806  Female  57            0             0          Yes       Private
## 3807    Male  39            0             0          Yes       Private
## 3808  Female  41            0             0          Yes       Private
## 3809  Female  72            1             1          Yes       Private
## 3810    Male  45            0             0          Yes       Private
## 3811    Male  33            0             0          Yes       Private
## 3812    Male  62            0             1          Yes       Private
## 3813  Female  27            0             0          Yes       Private
## 3814  Female  31            0             0          Yes       Private
## 3815  Female  24            0             0          Yes       Private
## 3817  Female  28            0             0           No       Private
## 3820    Male  38            0             0          Yes      Govt_job
## 3823    Male  57            0             0          Yes       Private
## 3824  Female  27            0             0           No      Govt_job
## 3825  Female  30            0             0          Yes Self-employed
## 3826    Male  42            0             0          Yes       Private
## 3827    Male  36            0             0          Yes       Private
## 3828    Male  44            1             0          Yes       Private
## 3829    Male  59            0             0          Yes      Govt_job
## 3830  Female  61            0             0          Yes      Govt_job
## 3831  Female  18            0             0           No      Govt_job
## 3832  Female  44            0             0          Yes       Private
## 3833  Female  45            0             0          Yes       Private
## 3836    Male  13            0             0           No      children
## 3839  Female  81            1             0          Yes Self-employed
## 3840  Female  38            0             0          Yes       Private
## 3841  Female  58            0             0          Yes Self-employed
## 3843  Female  64            0             0          Yes      Govt_job
## 3844  Female  38            0             0          Yes      Govt_job
## 3845  Female  56            0             0          Yes       Private
## 3846    Male  58            0             0          Yes      Govt_job
## 3848  Female  34            0             0          Yes       Private
## 3850    Male  62            1             0          Yes Self-employed
## 3851  Female  60            0             0          Yes       Private
## 3852  Female  42            0             0           No       Private
## 3853  Female  59            0             0          Yes Self-employed
## 3854  Female  54            0             0          Yes       Private
## 3855    Male  59            0             0          Yes       Private
## 3861  Female  48            0             0          Yes Self-employed
## 3862    Male  37            0             0          Yes      Govt_job
## 3863  Female  69            0             1          Yes       Private
## 3864  Female  74            0             0          Yes       Private
## 3865    Male  54            0             0          Yes       Private
## 3866  Female  64            0             1          Yes       Private
## 3867  Female  26            0             0           No       Private
## 3868    Male  55            0             0          Yes      Govt_job
## 3869  Female  74            0             0          Yes Self-employed
## 3871  Female  41            0             1           No       Private
## 3872    Male  68            0             1          Yes       Private
## 3874  Female  36            0             0          Yes       Private
## 3876    Male  24            0             0          Yes       Private
## 3877  Female  69            0             0          Yes Self-employed
## 3879  Female  69            0             0          Yes       Private
## 3881  Female  25            0             0           No       Private
## 3884  Female  28            0             0          Yes       Private
## 3885  Female  16            0             0           No  Never_worked
## 3886    Male  31            0             0          Yes       Private
## 3887    Male  66            0             0          Yes Self-employed
## 3888  Female  57            1             0          Yes       Private
## 3889  Female  61            0             0          Yes       Private
## 3890  Female  74            0             0          Yes Self-employed
## 3891  Female  70            0             0          Yes      Govt_job
## 3894    Male  30            0             0          Yes      Govt_job
## 3895    Male  51            0             0           No Self-employed
## 3896  Female  10            0             0           No      children
## 3897  Female  34            0             0          Yes       Private
## 3898    Male  40            0             0          Yes       Private
## 3902    Male  52            0             1          Yes       Private
## 3903    Male  68            0             1          Yes       Private
## 3907  Female  42            0             0          Yes      Govt_job
## 3909    Male  55            0             0          Yes      Govt_job
## 3910  Female  31            0             0          Yes Self-employed
## 3911    Male  82            0             0          Yes Self-employed
## 3912  Female  57            0             0          Yes Self-employed
## 3913  Female  78            0             1          Yes       Private
## 3914    Male  55            0             0          Yes Self-employed
## 3915    Male  51            0             0          Yes       Private
## 3917  Female  17            0             0           No       Private
## 3919  Female  62            0             0          Yes      Govt_job
## 3921  Female  62            0             0          Yes       Private
## 3922  Female  56            0             0           No Self-employed
## 3923    Male  41            0             0          Yes      Govt_job
## 3928  Female  35            0             0          Yes       Private
## 3929  Female  36            0             0          Yes       Private
## 3931    Male  26            0             0           No       Private
## 3932  Female  31            0             0           No       Private
## 3933  Female  56            0             0          Yes Self-employed
## 3934  Female  36            0             0          Yes      Govt_job
## 3935  Female  41            0             0          Yes      Govt_job
## 3936  Female  50            0             0          Yes       Private
## 3937  Female  42            0             0          Yes       Private
## 3938    Male  79            0             0          Yes Self-employed
## 3939    Male  57            0             0          Yes       Private
## 3941  Female  25            0             0          Yes       Private
## 3942    Male  69            0             0          Yes       Private
## 3944    Male  37            0             0          Yes      Govt_job
## 3946  Female  78            0             0          Yes Self-employed
## 3947  Female  36            0             0          Yes       Private
## 3951  Female  48            0             0          Yes       Private
## 3952    Male  72            0             0          Yes Self-employed
## 3953    Male  63            0             1           No       Private
## 3954  Female  28            0             0          Yes       Private
## 3955  Female  80            0             0          Yes Self-employed
## 3956    Male  49            0             0          Yes       Private
## 3958  Female  59            0             0          Yes       Private
## 3959  Female  43            0             0          Yes       Private
## 3961    Male  54            0             0          Yes Self-employed
## 3963    Male  56            0             0          Yes       Private
## 3964    Male  66            0             1           No      Govt_job
## 3965    Male  18            0             0           No      Govt_job
## 3966  Female  81            1             1          Yes Self-employed
## 3967    Male  30            0             0          Yes       Private
## 3969    Male  55            0             0          Yes Self-employed
## 3970    Male  79            1             0          Yes Self-employed
## 3972  Female  53            1             0          Yes       Private
## 3973  Female  26            0             0          Yes       Private
## 3975    Male  25            0             0           No       Private
## 3976  Female  20            0             0           No       Private
## 3977  Female  18            0             0           No  Never_worked
## 3978    Male  38            0             0          Yes       Private
## 3979  Female  72            0             1          Yes Self-employed
## 3981  Female  82            1             0          Yes       Private
## 3982    Male  71            0             1          Yes       Private
## 3983    Male  46            0             0          Yes       Private
## 3984  Female  33            0             0          Yes       Private
## 3986  Female  54            0             0          Yes       Private
## 3988    Male  45            0             0          Yes       Private
## 3991  Female  35            0             0          Yes Self-employed
## 3993    Male  51            0             0          Yes       Private
## 3994    Male  40            0             0          Yes      Govt_job
## 3995  Female  79            0             0          Yes      Govt_job
## 3996    Male  61            0             0          Yes Self-employed
## 3997    Male  33            0             0          Yes       Private
## 3998  Female  27            0             0          Yes       Private
## 3999  Female  28            0             0           No       Private
## 4000  Female  67            0             0          Yes Self-employed
## 4001  Female  35            0             0          Yes       Private
## 4002  Female  78            0             0          Yes       Private
## 4003  Female  20            0             0           No       Private
## 4004  Female  43            0             0          Yes       Private
## 4005  Female  27            0             0          Yes       Private
## 4006  Female  45            0             0          Yes       Private
## 4007  Female  11            0             0           No      children
## 4008  Female  31            0             0          Yes       Private
## 4009  Female  30            0             0           No       Private
## 4010    Male  78            1             0           No       Private
## 4012  Female  34            0             0          Yes       Private
## 4015    Male  53            0             1          Yes       Private
## 4016    Male  81            0             0          Yes Self-employed
## 4017  Female  44            0             0          Yes       Private
## 4019    Male  43            0             0          Yes       Private
## 4022  Female  31            0             0          Yes       Private
## 4024  Female  12            0             0           No      children
## 4026  Female  49            0             0          Yes      Govt_job
## 4027    Male  38            1             0          Yes       Private
## 4028  Female  15            0             0           No      children
## 4030    Male  48            0             0          Yes       Private
## 4031  Female  24            0             0           No       Private
## 4032    Male  47            0             0          Yes Self-employed
## 4034  Female  16            0             0           No       Private
## 4035    Male  64            1             0          Yes Self-employed
## 4037  Female  55            0             0          Yes      Govt_job
## 4038    Male  38            0             0          Yes       Private
## 4039    Male  37            0             0          Yes       Private
## 4042  Female  50            0             0          Yes       Private
## 4044  Female  55            0             0          Yes Self-employed
## 4046    Male  68            0             0          Yes Self-employed
## 4047  Female  27            0             0           No       Private
## 4048  Female  17            0             0           No       Private
## 4049  Female  53            1             0          Yes      Govt_job
## 4050  Female  70            0             0          Yes       Private
## 4053  Female  20            0             0           No       Private
## 4054    Male  19            0             0           No       Private
## 4055  Female  31            0             0          Yes       Private
## 4056  Female  63            0             0          Yes Self-employed
## 4057  Female  49            0             1          Yes       Private
## 4058  Female  72            0             0          Yes Self-employed
## 4059  Female  50            1             0          Yes       Private
## 4061    Male  40            0             0          Yes      Govt_job
## 4065  Female  12            0             0           No      children
## 4067    Male  31            0             0           No      Govt_job
## 4068  Female  65            0             0          Yes Self-employed
## 4069  Female  43            0             0          Yes       Private
## 4070  Female  22            0             0           No       Private
## 4072  Female  81            0             0          Yes Self-employed
## 4074  Female  18            0             0           No       Private
## 4076  Female  24            0             0           No Self-employed
## 4078  Female  46            1             0          Yes       Private
## 4080    Male  25            0             0           No       Private
## 4082    Male  81            1             0          Yes       Private
## 4083    Male  65            0             0          Yes Self-employed
## 4085    Male  81            0             0           No       Private
## 4086    Male  36            0             0          Yes       Private
## 4087  Female  32            0             0          Yes Self-employed
## 4088    Male  31            0             0           No       Private
## 4090    Male  55            0             0          Yes       Private
## 4091    Male  39            0             0          Yes       Private
## 4093  Female  31            0             0           No      Govt_job
## 4094  Female  36            0             0          Yes Self-employed
## 4098  Female  62            0             0          Yes Self-employed
## 4099  Female  45            0             0          Yes      Govt_job
## 4101  Female  29            0             0          Yes       Private
## 4102  Female  52            0             0          Yes       Private
## 4103    Male  59            1             0          Yes      Govt_job
## 4104    Male  69            1             1          Yes       Private
## 4107    Male  33            0             0          Yes      Govt_job
## 4109    Male  39            0             0          Yes       Private
## 4110  Female  60            0             0          Yes       Private
## 4111  Female  54            0             0          Yes      Govt_job
## 4112    Male  61            0             0          Yes Self-employed
## 4114  Female  11            0             0           No      children
## 4116  Female  64            0             0          Yes       Private
## 4117  Female  78            0             0           No      Govt_job
## 4118  Female  14            0             0           No       Private
## 4119  Female  66            0             0          Yes Self-employed
## 4120    Male  48            0             0          Yes       Private
## 4122    Male  30            0             0           No       Private
## 4124  Female  61            0             0          Yes Self-employed
## 4125  Female  54            0             0          Yes      Govt_job
## 4127    Male  47            0             0          Yes       Private
## 4128  Female  67            0             0          Yes       Private
## 4129    Male  53            0             0          Yes       Private
## 4130  Female  45            0             0          Yes      Govt_job
## 4131    Male  59            0             0          Yes       Private
## 4132  Female  65            0             0          Yes       Private
## 4133    Male  39            1             0          Yes       Private
## 4135  Female  45            0             0          Yes Self-employed
## 4136  Female  28            0             0          Yes       Private
## 4138  Female  31            0             0          Yes       Private
## 4139  Female  70            0             0          Yes       Private
## 4141    Male  44            1             0          Yes Self-employed
## 4142    Male  65            0             0          Yes Self-employed
## 4145  Female  80            0             0           No Self-employed
## 4146    Male  54            0             0          Yes      Govt_job
## 4147  Female  79            0             0          Yes Self-employed
## 4148  Female  60            1             0          Yes       Private
## 4150  Female  36            0             0           No       Private
## 4151  Female  54            0             0          Yes Self-employed
## 4152    Male  63            0             0          Yes       Private
## 4154  Female  28            0             0           No       Private
## 4155  Female  38            1             0          Yes       Private
## 4156    Male  37            0             0          Yes       Private
## 4158    Male  43            0             0           No       Private
## 4159    Male  60            1             0          Yes      Govt_job
## 4160  Female  66            0             0          Yes       Private
## 4162  Female  29            0             0           No       Private
## 4164  Female  48            0             0          Yes       Private
## 4165  Female  68            0             0          Yes       Private
## 4166  Female  57            0             0          Yes       Private
## 4167  Female  29            0             0           No       Private
## 4168  Female  30            0             0          Yes       Private
## 4169  Female  47            0             0          Yes Self-employed
## 4170  Female  73            0             0          Yes       Private
## 4172  Female  39            0             0          Yes       Private
## 4174  Female  52            0             0          Yes       Private
## 4175  Female  34            0             0           No       Private
## 4176  Female  79            1             0          Yes Self-employed
## 4177  Female  39            0             0          Yes       Private
## 4178    Male  61            0             0          Yes      Govt_job
## 4179  Female  26            0             0           No       Private
## 4181  Female  66            0             1          Yes       Private
## 4182  Female  16            0             0           No       Private
## 4183  Female  51            1             0          Yes      Govt_job
## 4184    Male  15            0             0           No       Private
## 4187    Male  66            0             0          Yes Self-employed
## 4188  Female  75            0             0          Yes      Govt_job
## 4189  Female  40            0             0          Yes       Private
## 4195  Female  48            0             0          Yes       Private
## 4196  Female  80            1             0          Yes Self-employed
## 4197  Female  81            0             1          Yes      Govt_job
## 4198  Female  76            0             0          Yes Self-employed
## 4202    Male  54            0             0          Yes       Private
## 4204  Female  16            0             0           No       Private
## 4206  Female  32            0             0          Yes       Private
## 4207  Female  26            0             0           No       Private
## 4208  Female  21            0             0           No       Private
## 4209  Female  45            0             0          Yes      Govt_job
## 4210  Female  40            0             0          Yes Self-employed
## 4213    Male  16            0             0           No       Private
## 4215  Female  27            0             0           No       Private
## 4218  Female  38            0             0          Yes       Private
## 4219  Female  64            0             0          Yes       Private
## 4221  Female  23            0             0          Yes      Govt_job
## 4222    Male  35            0             0          Yes      Govt_job
## 4224    Male  34            0             0          Yes       Private
## 4226    Male  73            0             0          Yes       Private
## 4228  Female  45            0             0          Yes       Private
## 4229  Female  34            0             0           No       Private
## 4230    Male  81            0             0          Yes       Private
## 4233    Male  57            0             1          Yes Self-employed
## 4234  Female  38            0             0          Yes       Private
## 4237  Female  41            0             0           No       Private
## 4238  Female  26            0             0          Yes       Private
## 4240    Male  18            0             0           No       Private
## 4241    Male  66            0             0          Yes Self-employed
## 4243  Female  18            0             0           No       Private
## 4244  Female  20            0             0           No      Govt_job
## 4245    Male  11            0             0           No      children
## 4248    Male  43            0             0          Yes      Govt_job
## 4249  Female  61            0             0          Yes       Private
## 4250    Male  31            0             0           No       Private
## 4251  Female  40            0             0          Yes       Private
## 4252  Female  71            1             0          Yes      Govt_job
## 4253  Female  57            0             0          Yes       Private
## 4254  Female  13            0             0           No      children
## 4255  Female  21            0             0           No       Private
## 4256  Female  63            1             0          Yes      Govt_job
## 4258  Female  78            0             0          Yes       Private
## 4259  Female  66            0             0          Yes Self-employed
## 4260    Male  41            0             0           No Self-employed
## 4261    Male  11            0             0           No      children
## 4263  Female  42            0             0          Yes       Private
## 4264    Male  51            0             0          Yes       Private
## 4265  Female  79            1             0          Yes Self-employed
## 4266    Male  28            0             0          Yes Self-employed
## 4267  Female  73            1             0          Yes Self-employed
## 4268  Female  42            0             0          Yes       Private
## 4269  Female  37            0             0          Yes       Private
## 4270    Male  78            0             0          Yes       Private
## 4271  Female  74            0             0          Yes Self-employed
## 4272  Female  59            0             0          Yes       Private
## 4273  Female  78            0             0          Yes      Govt_job
## 4274  Female  82            1             0          Yes       Private
## 4275    Male  71            1             0          Yes       Private
## 4277    Male  18            0             0           No       Private
## 4278  Female  53            0             0          Yes      Govt_job
## 4279  Female  62            1             0          Yes Self-employed
## 4281  Female  49            1             0          Yes      Govt_job
## 4282    Male  51            0             0          Yes      Govt_job
## 4283  Female  53            0             0          Yes       Private
## 4285    Male  54            0             0          Yes       Private
## 4286  Female  40            0             0           No      Govt_job
## 4289    Male  56            0             0          Yes       Private
## 4290  Female  43            0             0           No       Private
## 4291  Female  28            0             0           No      Govt_job
## 4292    Male  28            0             0           No       Private
## 4293    Male  56            0             0          Yes       Private
## 4295  Female  63            0             0          Yes Self-employed
## 4296  Female  29            0             0          Yes       Private
## 4297  Female  48            1             0          Yes      Govt_job
## 4298    Male  47            0             1          Yes      Govt_job
## 4299    Male  63            1             0          Yes       Private
## 4300    Male  40            0             0          Yes Self-employed
## 4302    Male  55            0             0          Yes       Private
## 4303  Female  43            0             0          Yes       Private
## 4304  Female  59            0             0          Yes       Private
## 4305  Female  78            1             0          Yes       Private
## 4306  Female  27            0             0           No       Private
## 4307  Female  49            0             0          Yes       Private
## 4308    Male  14            0             0           No       Private
## 4309  Female  76            0             0          Yes      Govt_job
## 4310  Female  17            0             0           No       Private
## 4313    Male  19            0             0           No       Private
## 4317    Male  54            0             0           No       Private
## 4319  Female  43            0             0          Yes Self-employed
## 4320    Male  52            0             0          Yes      Govt_job
## 4321  Female  62            0             0          Yes Self-employed
## 4322    Male  54            0             0          Yes       Private
## 4323    Male  60            0             0          Yes Self-employed
## 4326  Female  39            0             0           No       Private
## 4327    Male  60            0             0          Yes      Govt_job
## 4328  Female  60            1             0          Yes       Private
## 4329  Female  46            0             0          Yes Self-employed
## 4330    Male  26            0             0           No       Private
## 4332    Male  16            0             0           No       Private
## 4334  Female  82            0             0          Yes       Private
## 4335  Female  32            0             0          Yes       Private
## 4336  Female  62            0             0          Yes       Private
## 4337  Female  75            1             0          Yes Self-employed
## 4338  Female  81            1             0          Yes      Govt_job
## 4339  Female  37            0             0          Yes       Private
## 4341  Female  25            0             0           No       Private
## 4342    Male  44            0             0          Yes      Govt_job
## 4344    Male  54            1             0          Yes       Private
## 4345    Male  52            1             0          Yes      Govt_job
## 4346  Female  43            0             0          Yes       Private
## 4347  Female  56            0             0          Yes       Private
## 4348  Female  37            0             0          Yes       Private
## 4351  Female  51            0             0          Yes Self-employed
## 4352    Male  82            0             1          Yes       Private
## 4354  Female  60            0             0          Yes       Private
## 4355    Male  35            0             0          Yes       Private
## 4356  Female  32            0             0          Yes       Private
## 4357  Female  45            0             0           No       Private
## 4358    Male  10            0             0           No      children
## 4360  Female  51            0             0          Yes      Govt_job
## 4362  Female  63            0             0          Yes Self-employed
## 4364  Female  33            0             0          Yes       Private
## 4365  Female  56            0             1          Yes       Private
## 4366    Male  49            0             1          Yes      Govt_job
## 4367  Female  30            0             0          Yes       Private
## 4368    Male  16            0             0           No      children
## 4369  Female  67            1             0          Yes       Private
## 4371  Female  66            1             0          Yes      Govt_job
## 4372    Male  54            0             0          Yes       Private
## 4373    Male  49            0             0          Yes       Private
## 4374  Female  17            0             0           No       Private
## 4376    Male  51            0             0          Yes       Private
## 4377    Male  74            1             1          Yes       Private
## 4378  Female  42            0             0          Yes       Private
## 4379  Female  69            0             0          Yes Self-employed
## 4380  Female  22            0             0           No       Private
## 4381  Female  25            0             0           No       Private
## 4382    Male  17            0             0           No       Private
## 4383    Male  64            0             0           No Self-employed
## 4385    Male  52            1             0          Yes      Govt_job
## 4386  Female  65            0             1          Yes       Private
## 4387  Female  37            0             0          Yes      Govt_job
## 4388  Female  31            0             0          Yes Self-employed
## 4390  Female  56            0             0          Yes Self-employed
## 4394  Female  16            0             0           No       Private
## 4395    Male  23            0             0           No       Private
## 4397    Male  15            0             0           No       Private
## 4398    Male  48            0             0          Yes       Private
## 4400    Male  46            0             0          Yes       Private
## 4401  Female  53            0             0          Yes       Private
## 4402    Male  68            0             0          Yes Self-employed
## 4403    Male  60            0             0          Yes      Govt_job
## 4404    Male  57            0             0           No      Govt_job
## 4405  Female  51            0             0          Yes      Govt_job
## 4407  Female  76            0             0          Yes      Govt_job
## 4411  Female  53            0             0          Yes       Private
## 4415  Female  82            1             1          Yes Self-employed
## 4416  Female  33            0             0          Yes       Private
## 4418    Male  14            0             0           No       Private
## 4421  Female  18            0             0           No       Private
## 4422  Female  29            0             0          Yes       Private
## 4423  Female  56            0             0          Yes      Govt_job
## 4424    Male  33            0             0          Yes       Private
## 4426    Male  36            0             0          Yes       Private
## 4428  Female  31            0             0           No      Govt_job
## 4429    Male  16            0             0           No      children
## 4430    Male  58            0             0          Yes       Private
## 4431  Female  19            0             0           No       Private
## 4432    Male  47            0             0          Yes      Govt_job
## 4433    Male  59            0             0          Yes       Private
## 4434  Female  40            0             0          Yes       Private
## 4435  Female  26            0             0           No      Govt_job
## 4436  Female  17            0             0           No  Never_worked
## 4437  Female  30            0             0           No       Private
## 4438  Female  19            0             0           No       Private
## 4440  Female  55            0             0          Yes       Private
## 4442    Male  57            0             0          Yes      Govt_job
## 4443    Male  33            0             0           No       Private
## 4445    Male  32            0             0          Yes       Private
## 4446  Female  55            0             0          Yes       Private
## 4448    Male  25            0             0          Yes      Govt_job
## 4451    Male  33            0             0          Yes       Private
## 4452    Male  65            0             0          Yes       Private
## 4453  Female  62            0             0          Yes Self-employed
## 4454    Male  36            0             0          Yes       Private
## 4455    Male  31            0             0          Yes       Private
## 4457  Female  53            0             0          Yes       Private
## 4458  Female  44            0             0          Yes       Private
## 4461  Female  48            0             0          Yes Self-employed
## 4462    Male  42            0             0          Yes       Private
## 4463    Male  72            1             1          Yes       Private
## 4464    Male  49            0             0          Yes       Private
## 4467  Female  63            1             0          Yes       Private
## 4468  Female  33            0             0          Yes       Private
## 4469    Male  32            0             0          Yes       Private
## 4472    Male  70            0             0          Yes       Private
## 4473    Male  63            0             0          Yes       Private
## 4474  Female  57            0             0          Yes       Private
## 4476    Male  54            0             0          Yes       Private
## 4478    Male  59            0             0          Yes       Private
## 4479  Female  78            0             0          Yes      Govt_job
## 4481  Female  10            0             0           No      children
## 4482    Male  21            0             0           No       Private
## 4484  Female  55            0             0          Yes      Govt_job
## 4485  Female  20            0             0          Yes       Private
## 4486  Female  38            1             0          Yes       Private
## 4487  Female  33            0             0          Yes       Private
## 4488    Male  14            0             0           No       Private
## 4490  Female  32            0             0           No       Private
## 4491  Female  68            0             0          Yes Self-employed
## 4492    Male  70            0             0          Yes       Private
## 4493  Female  24            0             0          Yes       Private
## 4494    Male  44            0             0           No Self-employed
## 4495    Male  39            0             0          Yes      Govt_job
## 4496  Female  81            0             0          Yes       Private
## 4498  Female  69            0             0          Yes Self-employed
## 4499  Female  42            0             0          Yes      Govt_job
## 4502  Female  28            0             0           No       Private
## 4503  Female  66            0             0          Yes Self-employed
## 4504  Female  66            0             0          Yes Self-employed
## 4505  Female  47            0             0          Yes       Private
## 4506  Female  78            0             0          Yes Self-employed
## 4507  Female  65            0             0          Yes Self-employed
## 4508    Male  78            0             0          Yes       Private
## 4509  Female  68            0             0          Yes Self-employed
## 4510  Female  78            1             1          Yes       Private
## 4511  Female  65            0             0          Yes       Private
## 4512  Female  70            0             0          Yes Self-employed
## 4513  Female  59            0             0          Yes Self-employed
## 4515  Female  32            0             0          Yes       Private
## 4517    Male  55            0             0          Yes Self-employed
## 4518  Female  61            0             0          Yes       Private
## 4519  Female  48            0             0          Yes       Private
## 4521  Female  50            0             0          Yes      Govt_job
## 4522    Male  63            1             0          Yes       Private
## 4523    Male  67            0             0          Yes       Private
## 4524  Female  43            0             0          Yes Self-employed
## 4525    Male  59            0             0          Yes       Private
## 4526    Male  47            0             0          Yes       Private
## 4527    Male  50            0             0          Yes       Private
## 4528    Male  51            0             1          Yes Self-employed
## 4530  Female  39            0             0           No       Private
## 4531  Female  24            0             0           No       Private
## 4532    Male  62            0             0           No      Govt_job
## 4533  Female  61            0             0          Yes       Private
## 4534  Female  78            0             0          Yes Self-employed
## 4535    Male  15            0             0           No       Private
## 4536  Female  23            0             0           No       Private
## 4537    Male  79            0             0          Yes Self-employed
## 4538    Male  57            0             0          Yes       Private
## 4542  Female  82            0             0           No       Private
## 4543  Female  19            0             0           No       Private
## 4545  Female  79            0             0          Yes      Govt_job
## 4547  Female  52            0             0          Yes       Private
## 4548  Female  77            0             0          Yes       Private
## 4549  Female  78            1             0          Yes Self-employed
## 4550  Female  24            0             0          Yes Self-employed
## 4551  Female  81            1             0          Yes Self-employed
## 4553  Female  29            0             0           No       Private
## 4554  Female  59            0             0          Yes      Govt_job
## 4555    Male  41            0             0          Yes Self-employed
## 4556  Female  17            0             0           No       Private
## 4558  Female  23            0             0           No       Private
## 4559  Female  45            0             0          Yes       Private
## 4560  Female  80            0             1          Yes Self-employed
## 4561    Male  67            0             0          Yes       Private
## 4562  Female  78            0             0          Yes Self-employed
## 4564  Female  35            0             0          Yes       Private
## 4565  Female  54            0             0          Yes      Govt_job
## 4566  Female  71            1             0          Yes      Govt_job
## 4567  Female  24            0             0           No       Private
## 4568    Male  60            0             0          Yes       Private
## 4569    Male  75            0             0          Yes       Private
## 4570    Male  48            0             0          Yes       Private
## 4573    Male  69            1             0           No       Private
## 4574  Female  60            0             0          Yes      Govt_job
## 4576  Female  28            0             0          Yes      Govt_job
## 4577  Female  55            0             0          Yes       Private
## 4578  Female  70            0             1          Yes Self-employed
## 4579  Female  51            0             0           No       Private
## 4580  Female  16            0             0           No       Private
## 4581    Male  56            0             0           No Self-employed
## 4582    Male  52            0             0          Yes       Private
## 4585  Female  34            0             0          Yes       Private
## 4586  Female  47            0             0          Yes Self-employed
## 4587    Male  46            0             0          Yes       Private
## 4588    Male  49            0             0          Yes       Private
## 4589    Male  10            0             0           No      children
## 4590  Female  76            1             0          Yes Self-employed
## 4591    Male  82            0             0          Yes       Private
## 4593  Female  76            1             0          Yes      Govt_job
## 4594    Male  16            0             0           No      Govt_job
## 4595  Female  44            0             0          Yes      Govt_job
## 4596  Female  17            0             0           No       Private
## 4597  Female  73            0             0          Yes Self-employed
## 4601    Male  73            0             0          Yes       Private
## 4603    Male  42            0             0          Yes      Govt_job
## 4604  Female  40            0             0          Yes       Private
## 4605    Male  79            0             0          Yes       Private
## 4606    Male  53            0             0          Yes Self-employed
## 4607  Female  58            0             0          Yes Self-employed
## 4609  Female  17            0             0           No       Private
## 4610  Female  23            0             0           No       Private
## 4612  Female  81            1             1          Yes       Private
## 4613  Female  16            0             0           No  Never_worked
## 4614    Male  21            0             0           No       Private
## 4615    Male  29            0             0           No Self-employed
## 4617  Female  39            0             0          Yes       Private
## 4618    Male  37            0             0          Yes       Private
## 4619    Male  80            1             0          Yes       Private
## 4620  Female  64            0             0          Yes       Private
## 4621  Female  79            0             0          Yes       Private
## 4623    Male  17            0             0           No       Private
## 4626    Male  73            1             0           No      Govt_job
## 4627    Male  48            0             0          Yes      Govt_job
## 4628    Male  17            0             0           No       Private
## 4630  Female  74            0             0          Yes      Govt_job
## 4631    Male  62            0             0          Yes       Private
## 4633  Female  43            0             0          Yes       Private
## 4634  Female  39            0             0           No       Private
## 4635  Female  37            0             0          Yes Self-employed
## 4636    Male  15            0             0           No       Private
## 4637  Female  36            0             0           No Self-employed
## 4638    Male  34            0             0          Yes       Private
## 4639    Male  75            1             0          Yes       Private
## 4640    Male  53            0             0          Yes       Private
## 4641  Female  61            0             0          Yes Self-employed
## 4642  Female  45            0             0          Yes       Private
## 4646  Female  54            1             0           No      Govt_job
## 4647  Female  51            0             0          Yes Self-employed
## 4648  Female  44            0             0          Yes       Private
## 4649  Female  82            0             0          Yes Self-employed
## 4651  Female  34            0             0          Yes Self-employed
## 4652  Female  63            1             0          Yes       Private
## 4653  Female  79            0             0          Yes       Private
## 4656  Female  31            0             0           No       Private
## 4657    Male  57            0             0          Yes       Private
## 4658    Male  32            0             0          Yes      Govt_job
## 4659    Male  66            0             0          Yes       Private
## 4660  Female  22            0             0           No       Private
## 4662  Female  20            0             0           No       Private
## 4663  Female  41            0             0          Yes       Private
## 4664  Female  48            0             0          Yes       Private
## 4665    Male  49            1             0          Yes Self-employed
## 4667    Male  19            0             0           No       Private
## 4675    Male  55            0             0          Yes       Private
## 4676  Female  34            0             0          Yes       Private
## 4677  Female  30            0             0          Yes       Private
## 4679    Male  75            0             0          Yes      Govt_job
## 4681  Female  61            0             0          Yes       Private
## 4682  Female  55            0             0          Yes      Govt_job
## 4683  Female  14            0             0           No      children
## 4684  Female  36            0             0           No       Private
## 4685  Female  57            1             1          Yes       Private
## 4687    Male  32            0             0          Yes       Private
## 4688  Female  43            0             0          Yes       Private
## 4691  Female  49            0             0          Yes       Private
## 4693  Female  18            0             0           No       Private
## 4696  Female  37            0             0          Yes       Private
## 4697    Male  49            0             0          Yes Self-employed
## 4698  Female  45            0             0           No      Govt_job
## 4699  Female  51            0             0          Yes       Private
## 4700  Female  50            0             1          Yes       Private
## 4701  Female  12            0             0           No      children
## 4704    Male  39            0             0          Yes       Private
## 4705  Female  41            0             0          Yes       Private
## 4706  Female  41            0             0          Yes       Private
## 4707  Female  47            0             0          Yes       Private
## 4708  Female  57            0             0          Yes       Private
## 4711  Female  65            0             0          Yes Self-employed
## 4712  Female  80            0             0           No Self-employed
## 4713  Female  58            0             0          Yes       Private
## 4714  Female  74            0             0          Yes       Private
## 4715  Female  62            0             0          Yes      Govt_job
## 4717  Female  21            0             0           No       Private
## 4718  Female  17            0             0           No       Private
## 4719  Female  49            0             0          Yes       Private
## 4720  Female  24            0             0          Yes      Govt_job
## 4721  Female  56            0             0          Yes       Private
## 4722  Female  26            0             0          Yes      Govt_job
## 4723    Male  54            1             0          Yes Self-employed
## 4724  Female  42            0             0           No       Private
## 4725  Female  34            0             0           No      Govt_job
## 4726  Female  56            1             0          Yes       Private
## 4727  Female  39            0             0          Yes       Private
## 4728  Female  77            0             0          Yes Self-employed
## 4729  Female  12            0             0           No      children
## 4730    Male  65            0             0          Yes       Private
## 4732    Male  25            0             0           No       Private
## 4736  Female  60            0             0          Yes       Private
## 4737  Female  53            0             0          Yes       Private
## 4738    Male  55            0             0          Yes       Private
## 4740  Female  39            0             0          Yes       Private
## 4742  Female  34            0             0           No       Private
## 4743  Female  80            0             0          Yes       Private
## 4744    Male  20            0             0           No       Private
## 4745  Female  45            0             0          Yes      Govt_job
## 4748    Male  54            0             0          Yes      Govt_job
## 4751    Male  36            0             0          Yes       Private
## 4753    Male  72            0             1          Yes       Private
## 4754  Female  47            0             0          Yes      Govt_job
## 4755  Female  15            0             0           No       Private
## 4756    Male  40            1             0          Yes Self-employed
## 4757  Female  71            0             0          Yes Self-employed
## 4758    Male  38            0             0          Yes       Private
## 4760    Male  11            0             0           No      children
## 4763  Female  53            1             0          Yes      Govt_job
## 4764    Male  28            1             0           No       Private
## 4765  Female  81            0             0          Yes       Private
## 4767    Male  16            0             0           No       Private
## 4768    Male  24            0             0           No       Private
## 4769  Female  62            1             0          Yes Self-employed
## 4770  Female  62            0             0          Yes       Private
## 4771  Female  59            0             0          Yes       Private
## 4772  Female  19            0             0           No       Private
## 4773  Female  51            1             0          Yes Self-employed
## 4774    Male  38            0             0          Yes       Private
## 4775  Female  26            0             0           No       Private
## 4778    Male  55            0             0          Yes Self-employed
## 4779  Female  44            0             0          Yes       Private
## 4780  Female  31            0             0          Yes       Private
## 4781    Male  58            0             0          Yes      Govt_job
## 4782  Female  17            0             0           No       Private
## 4783  Female  23            0             0           No       Private
## 4784    Male  51            1             0          Yes Self-employed
## 4786  Female  81            0             0           No Self-employed
## 4787    Male  38            0             0          Yes       Private
## 4788  Female  50            0             0          Yes       Private
## 4789  Female  34            0             0           No       Private
## 4790    Male  60            0             0          Yes       Private
## 4791  Female  50            0             0          Yes Self-employed
## 4792  Female  49            0             0          Yes       Private
## 4795  Female  34            0             0          Yes       Private
## 4796  Female  22            0             0           No       Private
## 4797  Female  11            0             0           No      children
## 4798    Male  54            0             0          Yes       Private
## 4799  Female  60            0             0          Yes       Private
## 4801  Female  46            0             0          Yes      Govt_job
## 4802    Male  30            0             0           No       Private
## 4803  Female  63            0             0          Yes       Private
## 4805    Male  65            0             0          Yes       Private
## 4806    Male  78            0             0          Yes       Private
## 4808  Female  18            0             0           No       Private
## 4809  Female  44            0             0           No       Private
## 4812  Female  19            0             0           No       Private
## 4814    Male  20            0             0           No       Private
## 4815    Male  76            1             0          Yes       Private
## 4816    Male  31            0             0           No       Private
## 4818    Male  58            0             1          Yes       Private
## 4820  Female  79            0             0          Yes      Govt_job
## 4823  Female  43            0             0          Yes       Private
## 4824  Female  44            0             0          Yes       Private
## 4826  Female  34            0             0          Yes Self-employed
## 4828  Female  40            0             0          Yes       Private
## 4830  Female  24            0             0          Yes       Private
## 4832    Male  20            0             0           No       Private
## 4833  Female  70            0             0          Yes       Private
## 4834  Female  68            0             0          Yes      Govt_job
## 4837  Female  21            0             0           No       Private
## 4838  Female  38            0             0          Yes       Private
## 4839  Female  59            0             0          Yes      Govt_job
## 4840  Female  79            0             1          Yes       Private
## 4841  Female  50            0             0          Yes Self-employed
## 4842  Female  72            0             0          Yes Self-employed
## 4843  Female  54            0             0          Yes       Private
## 4844  Female  44            0             0          Yes       Private
## 4845  Female  48            0             0          Yes       Private
## 4846    Male  29            0             0           No       Private
## 4847  Female  44            0             0          Yes      Govt_job
## 4848  Female  61            0             0          Yes Self-employed
## 4850  Female  81            0             0          Yes Self-employed
## 4851    Male  29            0             0          Yes       Private
## 4853  Female  35            0             0          Yes       Private
## 4855  Female  37            0             0           No       Private
## 4856    Male  33            0             0          Yes       Private
## 4858  Female  38            0             0           No      Govt_job
## 4859  Female  26            0             0          Yes       Private
## 4861  Female  72            0             0          Yes       Private
## 4862    Male  21            0             0          Yes       Private
## 4863  Female  20            0             0           No       Private
## 4865  Female  26            0             0           No       Private
## 4866  Female  79            0             0           No       Private
## 4867  Female  78            0             0          Yes       Private
## 4868    Male  56            0             0          Yes Self-employed
## 4869  Female  46            0             0           No Self-employed
## 4871    Male  41            0             0           No       Private
## 4873    Male  53            0             0          Yes       Private
## 4874    Male  32            0             0           No       Private
## 4876    Male  33            0             0          Yes      Govt_job
## 4877  Female  44            0             0          Yes       Private
## 4879  Female  51            0             0          Yes      Govt_job
## 4880    Male  40            0             0          Yes       Private
## 4881  Female  41            0             0          Yes       Private
## 4883  Female  42            0             0          Yes       Private
## 4885  Female  46            0             0          Yes      Govt_job
## 4886  Female  47            0             0          Yes       Private
## 4887  Female  25            0             0           No       Private
## 4888  Female  40            0             0          Yes       Private
## 4889  Female  49            0             0          Yes      Govt_job
## 4890    Male  21            0             0           No       Private
## 4892    Male  78            0             0          Yes       Private
## 4893    Male  41            0             0          Yes       Private
## 4894  Female  82            0             0          Yes Self-employed
## 4897  Female  31            0             0          Yes       Private
## 4898  Female  37            0             0           No       Private
## 4899    Male  21            0             0           No       Private
## 4900    Male  80            0             0          Yes Self-employed
## 4901  Female  21            0             0           No       Private
## 4904  Female  35            0             0          Yes       Private
## 4905  Female  24            0             0           No       Private
## 4906  Female  52            0             0          Yes      Govt_job
## 4908  Female  34            0             0          Yes       Private
## 4912  Female  29            0             0          Yes Self-employed
## 4913    Male  55            0             0          Yes      Govt_job
## 4914  Female  44            0             0          Yes       Private
## 4916    Male  67            0             0          Yes       Private
## 4917  Female  72            0             0          Yes       Private
## 4919  Female  63            0             0          Yes Self-employed
## 4922    Male  26            0             0           No      Govt_job
## 4923    Male  59            1             0          Yes       Private
## 4924    Male  76            0             0          Yes      Govt_job
## 4925  Female  45            1             0          Yes      Govt_job
## 4928    Male  57            0             0          Yes      Govt_job
## 4931    Male  40            0             0          Yes       Private
## 4932    Male  82            1             0          Yes Self-employed
## 4934  Female  57            0             0          Yes       Private
## 4937  Female  80            1             0          Yes       Private
## 4938  Female  81            0             0          Yes Self-employed
## 4939  Female  35            0             0          Yes Self-employed
## 4940    Male  51            0             0          Yes       Private
## 4942  Female  42            0             0          Yes       Private
## 4943  Female  82            0             0           No Self-employed
## 4947    Male  41            0             0          Yes Self-employed
## 4948  Female  36            0             0           No       Private
## 4949  Female  61            0             0          Yes      Govt_job
## 4951  Female  38            0             0          Yes      Govt_job
## 4952    Male  57            0             0          Yes Self-employed
## 4953    Male  36            0             0          Yes       Private
## 4955  Female  46            0             0          Yes       Private
## 4956  Female  56            1             0          Yes       Private
## 4957    Male  53            0             0          Yes       Private
## 4958  Female  81            0             0          Yes       Private
## 4959    Male  37            0             0          Yes       Private
## 4960  Female  19            0             0           No       Private
## 4962  Female  73            0             0          Yes      Govt_job
## 4965  Female  67            0             0          Yes      Govt_job
## 4966  Female  76            0             0           No       Private
## 4967  Female  54            0             0          Yes       Private
## 4968    Male  44            0             0          Yes Self-employed
## 4969  Female  52            0             0          Yes       Private
## 4970  Female  48            0             0          Yes       Private
## 4971  Female  50            0             0          Yes       Private
## 4974  Female  28            0             0          Yes       Private
## 4975  Female  36            0             0          Yes       Private
## 4976  Female  13            0             0           No      children
## 4977  Female  16            0             0           No       Private
## 4978  Female  47            0             0          Yes       Private
## 4981  Female  38            0             0          Yes      Govt_job
## 4982  Female  61            0             0          Yes       Private
## 4983  Female  31            0             0          Yes       Private
## 4985  Female  64            0             0          Yes      Govt_job
## 4986  Female  11            0             0           No      children
## 4987    Male  59            1             0          Yes      Govt_job
## 4988  Female  23            0             0          Yes       Private
## 4989  Female  78            0             0          Yes Self-employed
## 4990  Female  43            0             0          Yes       Private
## 4991    Male  25            0             0           No       Private
## 4992  Female  28            0             0          Yes      Govt_job
## 4994    Male  46            0             0          Yes      Govt_job
## 4995  Female  26            0             0          Yes       Private
## 4996  Female  33            0             0          Yes       Private
## 4997  Female  52            0             0          Yes      Govt_job
## 4999  Female  31            0             0           No       Private
## 5000  Female  62            0             0          Yes Self-employed
## 5001    Male  57            0             0          Yes       Private
## 5002  Female  79            0             0           No       Private
## 5003    Male  38            0             0          Yes       Private
## 5004    Male  36            0             0          Yes       Private
## 5005    Male  66            0             0          Yes       Private
## 5006    Male  51            0             0          Yes       Private
## 5007  Female  54            0             0          Yes       Private
## 5008  Female  61            0             0          Yes       Private
## 5009  Female  38            0             0          Yes Self-employed
## 5011    Male  40            1             0          Yes       Private
## 5012  Female  60            1             1          Yes      Govt_job
## 5013  Female  71            0             0           No       Private
## 5014    Male  63            0             0          Yes       Private
## 5015  Female  52            1             0          Yes      Govt_job
## 5016  Female  81            0             0          Yes Self-employed
## 5020    Male  62            0             0          Yes       Private
## 5022  Female  41            0             0          Yes      Govt_job
## 5023    Male  60            0             0          Yes      Govt_job
## 5024  Female  54            0             0          Yes      Govt_job
## 5026  Female  58            1             0          Yes Self-employed
## 5027    Male  28            0             0           No       Private
## 5029  Female  58            0             0          Yes       Private
## 5030    Male  67            1             0          Yes       Private
## 5031  Female  38            0             0           No      Govt_job
## 5032    Male  53            0             0           No      Govt_job
## 5033    Male  51            0             0          Yes      Govt_job
## 5034  Female  78            0             0          Yes       Private
## 5035  Female  61            0             0          Yes      Govt_job
## 5036    Male  53            0             0          Yes Self-employed
## 5037    Male  45            0             0          Yes       Private
## 5038    Male  23            0             0           No       Private
## 5039    Male  42            0             0          Yes       Private
## 5040  Female  65            0             0          Yes Self-employed
## 5041  Female  59            0             0          Yes       Private
## 5044  Female  17            0             0           No       Private
## 5046    Male  45            0             1          Yes       Private
## 5047    Male  37            0             0          Yes Self-employed
## 5050  Female  71            0             0          Yes       Private
## 5051    Male  25            0             0          Yes       Private
## 5053  Female  13            0             0           No      children
## 5054    Male  51            1             0          Yes       Private
## 5055    Male  63            0             0          Yes       Private
## 5056    Male  42            0             0          Yes       Private
## 5057  Female  31            0             0          Yes       Private
## 5058  Female  11            0             0           No      children
## 5059  Female  73            1             1          Yes       Private
## 5060  Female  51            0             0          Yes       Private
## 5061  Female  42            0             0           No       Private
## 5062  Female  51            0             0          Yes       Private
## 5063    Male  82            0             0          Yes       Private
## 5065  Female  79            0             0          Yes      Govt_job
## 5066    Male  38            1             0          Yes       Private
## 5067  Female  62            0             0          Yes       Private
## 5069  Female  33            0             0          Yes       Private
## 5072  Female  70            1             0          Yes Self-employed
## 5073    Male  64            0             0          Yes       Private
## 5074    Male  81            0             0          Yes       Private
## 5077  Female  50            0             0          Yes       Private
## 5078  Female  65            0             0          Yes      Govt_job
## 5079  Female  50            0             0           No Self-employed
## 5080  Female  58            0             0          Yes Self-employed
## 5081    Male  59            0             0          Yes       Private
## 5082    Male  58            0             0          Yes       Private
## 5083  Female  57            0             0          Yes       Private
## 5084    Male  77            0             0          Yes Self-employed
## 5085  Female  52            0             0          Yes       Private
## 5086  Female  44            0             0          Yes Self-employed
## 5087  Female  30            0             0          Yes       Private
## 5088  Female  53            0             0          Yes       Private
## 5090  Female  54            0             0          Yes       Private
## 5093    Male  65            0             0          Yes Self-employed
## 5094  Female  42            0             0          Yes       Private
## 5098    Male  36            0             0          Yes       Private
## 5100    Male  53            0             0          Yes Self-employed
## 5102  Female  79            0             0          Yes       Private
## 5103  Female  51            0             0          Yes       Private
## 5104  Female  19            0             0           No       Private
## 5106    Male  39            1             0          Yes      Govt_job
## 5107    Male  39            0             0          Yes       Private
## 5110    Male  44            0             0          Yes      Govt_job
## 5111  Female  74            0             0          Yes      Govt_job
## 5113  Female  72            0             0          Yes       Private
## 5114    Male  55            0             0          Yes      Govt_job
## 5115  Female  54            0             0          Yes       Private
## 5117    Male  53            0             0          Yes       Private
## 5119  Female  14            0             0           No      children
## 5120  Female  55            0             0          Yes       Private
## 5121  Female  62            0             0          Yes       Private
## 5123  Female  29            0             0           No       Private
## 5124    Male  34            0             0           No       Private
## 5125  Female  59            1             0          Yes       Private
## 5127  Female  17            0             0           No       Private
## 5132  Female  52            0             1          Yes       Private
## 5133  Female  21            0             0           No       Private
## 5134    Male  12            0             0           No      children
## 5136  Female  78            0             0           No Self-employed
## 5141    Male  47            0             0          Yes       Private
## 5142    Male  15            0             0           No       Private
## 5144  Female  69            0             0          Yes      Govt_job
## 5145  Female  55            1             0          Yes       Private
## 5147    Male  49            0             0          Yes Self-employed
## 5148  Female  37            0             0           No Self-employed
## 5149  Female  55            0             0          Yes Self-employed
## 5150  Female  68            1             0           No Self-employed
## 5151  Female  33            0             0          Yes       Private
## 5153  Female  37            0             0          Yes       Private
## 5154  Female  38            0             0           No      Govt_job
## 5155    Male  59            0             0          Yes       Private
## 5156  Female  65            0             0          Yes Self-employed
## 5157  Female  34            0             0          Yes       Private
## 5162  Female  41            0             0          Yes      Govt_job
## 5164    Male  30            0             0           No       Private
## 5168  Female  21            0             0           No       Private
## 5170    Male  62            0             0          Yes Self-employed
## 5173  Female  55            0             0          Yes      Govt_job
## 5175    Male  15            0             0           No  Never_worked
## 5177    Male  45            0             0          Yes      Govt_job
## 5178  Female  27            0             0           No       Private
## 5179    Male  52            0             0          Yes Self-employed
## 5180  Female  51            0             0          Yes      Govt_job
## 5181  Female  34            0             0          Yes       Private
## 5182  Female  25            0             0           No       Private
## 5183    Male  30            0             0           No Self-employed
## 5184  Female  19            0             0           No       Private
## 5185  Female  58            0             0          Yes       Private
## 5186  Female  62            0             0          Yes      Govt_job
## 5188  Female  25            0             0           No       Private
## 5189    Male  53            0             0          Yes       Private
## 5191    Male  64            0             0          Yes       Private
## 5193  Female  59            0             0          Yes       Private
## 5194    Male  60            0             0          Yes       Private
## 5196    Male  38            0             0          Yes       Private
## 5197    Male  75            0             1          Yes       Private
## 5198    Male  74            0             0           No Self-employed
## 5199  Female  20            0             0          Yes       Private
## 5201  Female  73            0             0          Yes       Private
## 5202    Male  25            0             0           No       Private
## 5203  Female  58            0             0          Yes      Govt_job
## 5204  Female  42            0             0          Yes Self-employed
## 5209    Male  60            0             0          Yes Self-employed
## 5211  Female  34            0             0          Yes       Private
## 5212  Female  74            0             0          Yes       Private
## 5213  Female  75            0             0          Yes Self-employed
## 5214  Female  39            0             0          Yes       Private
## 5216    Male  38            0             0          Yes       Private
## 5217  Female  30            0             0          Yes       Private
## 5218    Male  70            1             0          Yes       Private
## 5219  Female  76            0             0          Yes       Private
## 5220  Female  48            0             0          Yes       Private
## 5222  Female  80            1             1          Yes Self-employed
## 5224    Male  79            0             0          Yes       Private
## 5226  Female  43            0             0          Yes       Private
## 5227  Female  60            0             0          Yes       Private
## 5228    Male  45            0             0           No Self-employed
## 5229    Male  69            0             0           No       Private
## 5230  Female  68            1             0          Yes      Govt_job
## 5231  Female  63            0             0           No Self-employed
## 5232  Female  48            0             0          Yes       Private
## 5233  Female  55            0             0          Yes       Private
## 5234  Female  22            0             0          Yes       Private
## 5236    Male  42            0             0          Yes       Private
## 5237    Male  54            0             0          Yes       Private
## 5238  Female  75            0             0          Yes       Private
## 5239    Male  54            0             0          Yes      Govt_job
## 5240    Male  18            0             0           No       Private
## 5241    Male  31            0             0          Yes       Private
## 5242    Male  68            0             0          Yes Self-employed
## 5243    Male  78            0             0          Yes Self-employed
## 5244    Male  46            0             0           No      Govt_job
## 5246  Female  31            0             0          Yes       Private
## 5249    Male  61            0             1          Yes       Private
## 5252    Male  63            0             0          Yes       Private
## 5253  Female  60            1             0          Yes Self-employed
## 5254  Female  42            0             0          Yes      Govt_job
## 5255  Female  81            1             1          Yes       Private
## 5256  Female  49            0             0          Yes Self-employed
## 5257  Female  78            1             1          Yes Self-employed
## 5259  Female  75            0             0          Yes Self-employed
## 5260  Female  55            0             0          Yes       Private
## 5261  Female  25            0             0           No       Private
## 5263  Female  34            0             0          Yes       Private
## 5265    Male  49            0             0          Yes       Private
## 5267  Female  57            1             0          Yes       Private
## 5268    Male  55            0             1          Yes      Govt_job
## 5269  Female  72            0             0          Yes Self-employed
## 5270    Male  30            0             0          Yes       Private
## 5271    Male  16            0             0           No       Private
## 5272  Female  57            0             0          Yes      Govt_job
## 5274    Male  40            0             0          Yes       Private
## 5275    Male  50            0             0          Yes       Private
## 5276    Male  56            0             0           No       Private
## 5277    Male  47            0             0          Yes Self-employed
## 5280  Female  53            0             0          Yes      Govt_job
## 5282    Male  44            0             0          Yes       Private
## 5284    Male  66            1             1          Yes       Private
## 5285    Male  79            0             0          Yes       Private
## 5286  Female  15            0             0           No      children
## 5287  Female  55            0             0          Yes Self-employed
## 5288  Female  58            0             0          Yes      Govt_job
## 5290  Female  47            0             0          Yes Self-employed
## 5292    Male  50            0             0          Yes       Private
## 5293    Male  55            0             0          Yes       Private
## 5294  Female  81            0             0          Yes       Private
## 5296  Female  55            1             0          Yes       Private
## 5297  Female  70            0             1          Yes       Private
## 5299    Male  42            0             0          Yes       Private
## 5302  Female  51            0             0          Yes       Private
## 5303    Male  80            1             0          Yes       Private
## 5304  Female  27            0             0          Yes       Private
## 5306  Female  32            0             0          Yes       Private
## 5308  Female  10            0             0           No      children
## 5309    Male  15            0             0           No       Private
## 5310    Male  53            0             1          Yes       Private
## 5311    Male  47            0             0          Yes       Private
## 5313  Female  54            0             0          Yes Self-employed
## 5314  Female  64            0             0          Yes      Govt_job
## 5315  Female  56            0             0          Yes       Private
## 5316  Female  43            0             0          Yes      Govt_job
## 5317  Female  65            1             1          Yes       Private
## 5318    Male  40            0             0           No       Private
## 5319    Male  53            0             0          Yes       Private
## 5320    Male  49            0             0          Yes      Govt_job
## 5326  Female  58            0             0          Yes Self-employed
## 5329    Male  66            0             0          Yes       Private
## 5331    Male  76            0             1          Yes Self-employed
## 5332  Female  49            0             0          Yes       Private
## 5333    Male  65            0             0           No       Private
## 5334  Female  48            0             0           No       Private
## 5337  Female  38            0             0          Yes      Govt_job
## 5338    Male  79            0             0          Yes Self-employed
## 5339  Female  31            0             0          Yes      Govt_job
## 5340  Female  26            0             0           No       Private
## 5343  Female  69            1             0          Yes       Private
## 5345  Female  12            0             0           No      children
## 5346  Female  62            0             0          Yes Self-employed
## 5347  Female  28            0             0          Yes Self-employed
## 5353  Female  29            0             0          Yes       Private
## 5354    Male  55            1             0          Yes       Private
## 5355  Female  61            0             0          Yes       Private
## 5356  Female  62            0             0          Yes      Govt_job
## 5358    Male  60            1             0          Yes       Private
## 5359  Female  33            0             0          Yes       Private
## 5360    Male  50            0             0           No Self-employed
## 5361    Male  72            0             0          Yes Self-employed
## 5362  Female  34            0             0          Yes       Private
## 5363    Male  59            0             0          Yes       Private
## 5364    Male  63            0             1          Yes Self-employed
## 5365    Male  52            0             0          Yes       Private
## 5367    Male  32            0             0           No       Private
## 5368  Female  78            0             0          Yes       Private
## 5370  Female  36            0             0          Yes       Private
## 5371  Female  38            0             0          Yes       Private
## 5372  Female  53            0             0           No Self-employed
## 5373  Female  51            0             0          Yes       Private
## 5374    Male  49            1             0          Yes       Private
## 5376    Male  76            1             0          Yes Self-employed
## 5378    Male  77            0             0          Yes Self-employed
## 5379  Female  63            0             0          Yes       Private
## 5380    Male  73            1             0          Yes       Private
## 5381  Female  60            0             0          Yes Self-employed
## 5382  Female  76            0             0          Yes       Private
## 5383  Female  53            0             0          Yes      Govt_job
## 5384  Female  66            0             0          Yes Self-employed
## 5385    Male  26            0             0           No       Private
## 5387    Male  59            1             0          Yes Self-employed
## 5388  Female  37            0             0           No      Govt_job
## 5389  Female  31            0             0          Yes       Private
## 5392    Male  38            0             0          Yes       Private
## 5394  Female  47            0             0           No       Private
## 5397  Female  18            0             0           No       Private
## 5398    Male  36            0             0          Yes      Govt_job
## 5401  Female  82            0             0          Yes       Private
## 5402  Female  24            0             0           No       Private
## 5403    Male  32            0             0          Yes Self-employed
## 5405    Male  58            0             0          Yes       Private
## 5406  Female  64            1             0          Yes      Govt_job
## 5407  Female  54            0             0          Yes Self-employed
## 5408  Female  64            0             0          Yes       Private
## 5409    Male  21            0             0           No      Govt_job
## 5411  Female  43            0             0          Yes       Private
## 5412    Male  62            0             0          Yes Self-employed
## 5414  Female  53            1             0          Yes Self-employed
## 5415    Male  22            0             0           No       Private
## 5421  Female  18            0             0           No       Private
## 5422    Male  36            0             0          Yes       Private
## 5423    Male  82            1             1          Yes Self-employed
## 5425    Male  51            0             0          Yes      Govt_job
## 5428  Female  19            0             0           No       Private
## 5431  Female  79            0             1          Yes       Private
## 5432  Female  45            0             0          Yes Self-employed
## 5433    Male  60            0             0          Yes       Private
## 5434  Female  46            0             0           No      Govt_job
## 5435  Female  16            0             0           No      Govt_job
## 5437    Male  44            0             0          Yes       Private
## 5438  Female  79            0             1          Yes Self-employed
## 5439    Male  41            0             0          Yes       Private
## 5440  Female  34            0             0           No       Private
## 5441  Female  61            0             0          Yes       Private
## 5442  Female  19            0             0           No       Private
## 5443  Female  32            0             0          Yes       Private
## 5446  Female  53            0             0          Yes       Private
## 5447    Male  72            0             0          Yes Self-employed
## 5449    Male  66            0             0          Yes Self-employed
## 5450  Female  49            0             0          Yes       Private
## 5452    Male  74            0             0          Yes      Govt_job
## 5453  Female  67            0             0          Yes       Private
## 5454  Female  49            0             0          Yes Self-employed
## 5455    Male  43            0             0          Yes      Govt_job
## 5457    Male  59            0             0          Yes       Private
## 5458    Male  67            1             1          Yes Self-employed
## 5459  Female  59            0             0          Yes       Private
## 5460  Female  21            0             0           No       Private
## 5462  Female  62            0             0          Yes      Govt_job
## 5463    Male  66            0             0          Yes       Private
## 5464    Male  51            0             0          Yes       Private
## 5465  Female  23            0             0           No       Private
## 5466  Female  57            0             0          Yes      Govt_job
## 5469  Female  41            0             0           No       Private
## 5470  Female  75            0             0          Yes       Private
## 5471  Female  67            1             0          Yes Self-employed
## 5473    Male  32            0             0           No      Govt_job
## 5475  Female  60            0             0          Yes Self-employed
## 5476  Female  23            0             0           No       Private
## 5477  Female  35            0             0          Yes       Private
## 5479    Male  74            0             0          Yes Self-employed
## 5480    Male  75            0             0          Yes       Private
## 5481  Female  25            0             0           No       Private
## 5482    Male  43            0             0          Yes       Private
## 5483  Female  45            0             0          Yes       Private
## 5485  Female  59            0             0          Yes      Govt_job
## 5486  Female  30            0             0          Yes Self-employed
## 5488  Female  23            0             0           No       Private
## 5489  Female  69            0             0          Yes       Private
## 5490    Male  25            0             0           No       Private
## 5491  Female  51            1             0          Yes       Private
## 5492  Female  80            0             0          Yes Self-employed
## 5494  Female  48            0             0          Yes Self-employed
## 5495    Male  50            0             0          Yes       Private
## 5496  Female  24            0             0           No      Govt_job
## 5497  Female  70            0             1          Yes       Private
## 5499    Male  22            0             0           No       Private
## 5502  Female  54            0             0          Yes       Private
## 5503    Male  48            0             0          Yes Self-employed
## 5504    Male  64            1             1          Yes       Private
## 5505    Male  69            0             1          Yes       Private
## 5506  Female  43            1             0          Yes Self-employed
## 5507  Female  49            0             0          Yes      Govt_job
## 5511    Male  42            0             0          Yes       Private
## 5513  Female  13            0             0           No      children
## 5515  Female  34            0             0           No       Private
## 5516    Male  63            0             0          Yes       Private
## 5517    Male  14            0             0           No      children
## 5519  Female  34            0             0          Yes      Govt_job
## 5520  Female  36            0             0          Yes       Private
## 5521    Male  42            0             0          Yes Self-employed
## 5522  Female  15            0             0           No  Never_worked
## 5523    Male  16            0             0           No       Private
## 5526    Male  49            0             1          Yes       Private
## 5527  Female  46            0             0          Yes      Govt_job
## 5529    Male  48            0             0          Yes      Govt_job
## 5533    Male  82            0             0          Yes Self-employed
## 5534  Female  31            0             0          Yes       Private
## 5535  Female  43            0             0          Yes       Private
## 5536  Female  39            0             0          Yes       Private
## 5537    Male  46            0             0          Yes       Private
## 5539  Female  22            0             0           No       Private
## 5540  Female  77            1             0          Yes      Govt_job
## 5541  Female  49            0             0          Yes       Private
## 5542    Male  23            0             0           No       Private
## 5544  Female  20            0             0           No       Private
## 5545    Male  74            1             0          Yes       Private
## 5548    Male  41            0             0          Yes       Private
## 5549  Female  10            0             0           No      children
## 5553    Male  55            0             0          Yes Self-employed
## 5554  Female  59            0             0          Yes       Private
## 5555    Male  63            0             0          Yes      Govt_job
## 5557  Female  21            0             0           No       Private
## 5561    Male  79            0             0          Yes       Private
## 5562    Male  73            0             0          Yes       Private
## 5563  Female  29            0             0           No       Private
## 5564    Male  42            0             0          Yes       Private
## 5565    Male  57            0             0          Yes      Govt_job
## 5566    Male  35            0             0          Yes       Private
## 5567  Female  42            0             0          Yes Self-employed
## 5568  Female  50            0             1          Yes       Private
## 5569    Male  37            0             0          Yes       Private
## 5570    Male  54            1             0          Yes       Private
## 5571  Female  31            0             0           No      Govt_job
## 5572    Male  78            0             0          Yes       Private
## 5574  Female  27            0             0          Yes       Private
## 5576  Female  20            0             0           No       Private
## 5578    Male  81            0             0          Yes       Private
## 5579    Male  38            0             0          Yes       Private
## 5581  Female  43            0             0          Yes      Govt_job
## 5582    Male  38            0             0          Yes       Private
## 5584    Male  44            0             0          Yes       Private
## 5586  Female  64            0             0          Yes Self-employed
## 5587  Female  58            1             0          Yes       Private
## 5588    Male  75            1             0          Yes Self-employed
## 5589    Male  32            0             0          Yes       Private
## 5591    Male  29            0             0          Yes       Private
## 5594  Female  29            0             0          Yes       Private
## 5596  Female  31            0             0           No       Private
## 5597    Male  25            0             0          Yes      Govt_job
## 5598  Female  51            0             0          Yes Self-employed
## 5599  Female  57            0             0           No Self-employed
## 5600  Female  31            0             0          Yes       Private
## 5601    Male  55            0             0          Yes       Private
## 5602  Female  36            0             0           No      Govt_job
## 5604  Female  46            0             0          Yes       Private
## 5605    Male  51            1             0          Yes       Private
## 5607    Male  52            0             1          Yes       Private
## 5609  Female  47            0             0          Yes       Private
## 5610    Male  63            0             0          Yes Self-employed
## 5611  Female  82            0             0          Yes       Private
## 5612    Male  78            0             1          Yes Self-employed
## 5613    Male  82            0             1          Yes Self-employed
## 5614  Female  38            0             0          Yes      Govt_job
## 5615  Female  34            0             0          Yes      Govt_job
## 5616    Male  63            0             1          Yes       Private
## 5617  Female  53            0             0          Yes       Private
## 5618  Female  47            0             0          Yes       Private
## 5620  Female  64            0             0          Yes Self-employed
## 5622  Female  31            0             0          Yes       Private
## 5626  Female  37            0             0           No       Private
## 5627  Female  59            0             0          Yes Self-employed
## 5628  Female  20            0             0          Yes       Private
## 5630    Male  44            0             0          Yes       Private
## 5631    Male  79            0             0          Yes       Private
## 5632  Female  20            0             0           No       Private
## 5633  Female  17            0             0           No       Private
## 5635  Female  50            0             0          Yes       Private
## 5637  Female  52            0             0           No       Private
## 5638  Female  34            0             0          Yes Self-employed
## 5639  Female  46            0             0           No       Private
## 5640  Female  65            0             0          Yes      Govt_job
## 5641  Female  63            0             0          Yes      Govt_job
## 5645    Male  26            0             0          Yes       Private
## 5646  Female  68            1             0          Yes       Private
## 5647  Female  42            0             0          Yes       Private
## 5650    Male  46            0             0          Yes       Private
## 5652    Male  55            0             0          Yes       Private
## 5653    Male  68            1             1          Yes      Govt_job
## 5656    Male  67            0             0          Yes       Private
## 5657  Female  64            0             0          Yes       Private
## 5660  Female  34            0             0          Yes      Govt_job
## 5661    Male  58            0             0          Yes       Private
## 5662    Male  73            0             1          Yes       Private
## 5663    Male  34            1             0          Yes       Private
## 5664  Female  21            0             0           No       Private
## 5666    Male  72            0             0          Yes       Private
## 5667  Female  50            0             0          Yes Self-employed
## 5668  Female  60            0             0          Yes       Private
## 5669    Male  45            0             0          Yes       Private
## 5670    Male  42            0             0          Yes       Private
## 5671  Female  48            1             0          Yes       Private
## 5673    Male  40            0             0          Yes Self-employed
## 5674  Female  41            0             0          Yes Self-employed
## 5675    Male  32            0             0          Yes       Private
## 5676    Male  68            0             0          Yes       Private
## 5678    Male  43            0             0           No       Private
## 5679  Female  16            0             0           No       Private
## 5680  Female  55            0             0          Yes       Private
## 5681    Male  53            0             0          Yes       Private
## 5682    Male  44            0             1          Yes       Private
## 5683    Male  46            0             0          Yes       Private
## 5684    Male  72            0             0          Yes       Private
## 5685    Male  50            0             0          Yes       Private
## 5687  Female  59            0             0          Yes       Private
## 5689  Female  69            0             0           No      Govt_job
## 5690  Female  62            1             0          Yes       Private
## 5691  Female  31            0             0          Yes       Private
## 5692    Male  58            0             0          Yes      Govt_job
## 5693  Female  49            0             0          Yes Self-employed
## 5694    Male  56            0             0          Yes       Private
## 5696    Male  12            0             0           No      children
## 5698  Female  50            0             0          Yes       Private
## 5699    Male  65            1             0          Yes       Private
## 5702    Male  68            0             0          Yes      Govt_job
## 5703  Female  37            0             0          Yes       Private
## 5704  Female  80            1             1          Yes       Private
## 5705  Female  12            0             0           No      children
## 5706  Female  41            0             0          Yes       Private
## 5707  Female  48            0             0          Yes       Private
## 5708    Male  64            0             1          Yes       Private
## 5709    Male  79            1             1          Yes       Private
## 5710    Male  53            0             0          Yes       Private
## 5711  Female  18            0             0           No       Private
## 5712  Female  30            0             0          Yes Self-employed
## 5713  Female  56            0             0          Yes Self-employed
## 5714    Male  79            0             0          Yes Self-employed
## 5717    Male  48            0             0          Yes       Private
## 5719    Male  20            0             0           No       Private
## 5720  Female  78            0             1          Yes       Private
## 5721  Female  55            1             0          Yes       Private
## 5722  Female  24            0             0          Yes       Private
## 5724  Female  19            0             0           No       Private
## 5727  Female  31            0             0          Yes       Private
## 5728  Female  26            0             0           No       Private
## 5731    Male  22            0             0           No       Private
## 5732  Female  47            0             0          Yes       Private
## 5733  Female  29            0             0           No       Private
## 5734    Male  82            0             0          Yes Self-employed
## 5736    Male  38            1             0          Yes      Govt_job
## 5737  Female  31            0             0           No       Private
## 5738    Male  57            0             0          Yes       Private
## 5739  Female  10            0             0           No      children
## 5741  Female  53            0             0          Yes       Private
## 5743  Female  79            1             0          Yes       Private
## 5744    Male  44            0             0           No      Govt_job
## 5745  Female  34            0             0           No       Private
## 5746  Female  63            1             0          Yes Self-employed
## 5749  Female  30            0             0          Yes       Private
## 5750  Female  44            0             0          Yes       Private
## 5752  Female  41            0             0          Yes       Private
## 5754  Female  80            0             0          Yes Self-employed
## 5755  Female  35            0             0          Yes       Private
## 5756  Female  42            0             0          Yes      Govt_job
## 5757  Female  68            0             0          Yes       Private
## 5759  Female  76            1             1          Yes      Govt_job
## 5760    Male  22            0             0          Yes       Private
## 5762  Female  42            0             0          Yes       Private
## 5763    Male  60            1             0          Yes       Private
## 5765  Female  70            0             0          Yes      Govt_job
## 5766    Male  11            0             0           No      children
## 5767    Male  26            0             0           No       Private
## 5770  Female  54            0             0          Yes       Private
## 5771    Male  36            0             0          Yes      Govt_job
## 5772    Male  45            0             0          Yes       Private
## 5773    Male  57            0             0          Yes       Private
## 5775    Male  33            0             0           No       Private
## 5776    Male  47            0             1          Yes       Private
## 5777  Female  47            1             0          Yes      Govt_job
## 5778    Male  46            1             0          Yes       Private
## 5779    Male  72            0             0          Yes       Private
## 5780  Female  78            0             0          Yes       Private
## 5781  Female  66            0             0          Yes Self-employed
## 5782  Female  40            0             0          Yes       Private
## 5783  Female  44            0             0          Yes       Private
## 5784  Female  70            0             0          Yes Self-employed
## 5786    Male  42            0             0          Yes      Govt_job
## 5787  Female  69            1             0          Yes       Private
## 5788  Female  42            0             0          Yes       Private
## 5790  Female  79            0             0          Yes Self-employed
## 5792    Male  67            0             0          Yes       Private
## 5793  Female  75            0             0          Yes      Govt_job
## 5795    Male  45            0             0          Yes      Govt_job
## 5797  Female  38            0             0          Yes Self-employed
## 5798  Female  39            0             0          Yes Self-employed
## 5799  Female  45            0             0          Yes       Private
## 5800    Male  73            1             0          Yes Self-employed
## 5803    Male  21            0             0           No       Private
## 5804    Male  48            0             0          Yes       Private
## 5805  Female  57            1             0          Yes Self-employed
## 5806    Male  73            0             0          Yes       Private
## 5807    Male  26            0             0           No       Private
## 5808    Male  73            0             1          Yes Self-employed
## 5809    Male  78            0             0          Yes       Private
## 5811  Female  48            0             0          Yes       Private
## 5812  Female  48            0             0          Yes      Govt_job
## 5813    Male  82            0             0           No Self-employed
## 5816  Female  49            0             0          Yes       Private
## 5817  Female  62            0             0          Yes       Private
## 5819  Female  16            0             0           No       Private
## 5821    Male  43            0             0           No       Private
## 5822    Male  51            0             0          Yes       Private
## 5823  Female  46            0             0           No      Govt_job
## 5824  Female  73            0             0          Yes       Private
## 5825  Female  57            0             0          Yes      Govt_job
## 5826  Female  79            1             0          Yes       Private
## 5827  Female  24            0             0           No       Private
## 5829  Female  70            1             0          Yes Self-employed
## 5831    Male  50            0             0          Yes      Govt_job
## 5832  Female  48            0             0          Yes       Private
## 5833    Male  35            0             0          Yes       Private
## 5835  Female  37            0             0          Yes      Govt_job
## 5838    Male  54            0             0          Yes       Private
## 5840    Male  42            0             0          Yes Self-employed
## 5841  Female  46            0             0          Yes      Govt_job
## 5842    Male  38            0             0          Yes       Private
## 5843  Female  57            0             0          Yes Self-employed
## 5844  Female  65            0             0          Yes       Private
## 5845  Female  69            0             0          Yes Self-employed
## 5847  Female  82            1             1          Yes Self-employed
## 5849  Female  18            0             0           No       Private
## 5852  Female  58            0             0          Yes      Govt_job
## 5854  Female  61            0             0          Yes Self-employed
## 5855    Male  26            0             0           No       Private
## 5857    Male  40            0             0          Yes       Private
## 5858    Male  54            0             0          Yes      Govt_job
## 5859    Male  56            0             0          Yes Self-employed
## 5860    Male  53            0             0          Yes      Govt_job
## 5861  Female  66            0             0          Yes       Private
## 5862  Female  21            0             0           No       Private
## 5863  Female  11            0             0           No      children
## 5864    Male  28            0             0           No      Govt_job
## 5865  Female  19            0             0           No       Private
## 5866  Female  75            0             0          Yes Self-employed
## 5868    Male  51            0             0          Yes       Private
## 5872  Female  40            0             0           No       Private
## 5875    Male  23            0             0           No       Private
## 5876  Female  57            0             0          Yes       Private
## 5877  Female  33            0             0           No       Private
## 5879  Female  35            0             0          Yes Self-employed
## 5880  Female  62            0             0          Yes       Private
## 5881  Female  24            0             0           No       Private
## 5882    Male  31            0             0          Yes       Private
## 5886  Female  25            0             0           No       Private
## 5887  Female  34            0             0          Yes       Private
## 5888  Female  47            0             0          Yes      Govt_job
## 5889    Male  11            0             0           No      children
## 5891    Male  49            1             0          Yes       Private
## 5892  Female  23            0             0           No       Private
## 5893    Male  51            1             0          Yes       Private
## 5895    Male  58            0             1          Yes       Private
## 5898  Female  78            0             0          Yes       Private
## 5900  Female  43            0             0          Yes Self-employed
## 5901  Female  33            0             0           No       Private
## 5904  Female  15            0             0           No       Private
## 5906    Male  48            0             0          Yes       Private
## 5907  Female  34            0             0          Yes       Private
## 5909  Female  79            0             0          Yes      Govt_job
## 5910  Female  34            0             0          Yes Self-employed
## 5911    Male  53            0             0          Yes      Govt_job
## 5912    Male  21            0             0          Yes       Private
## 5913    Male  57            1             0          Yes       Private
## 5915  Female  33            0             0           No       Private
## 5916    Male  18            0             0           No       Private
## 5919    Male  33            0             0          Yes      Govt_job
## 5922    Male  61            0             0          Yes Self-employed
## 5923  Female  22            0             0          Yes       Private
## 5924    Male  51            1             0          Yes Self-employed
## 5925  Female  67            0             0          Yes       Private
## 5926    Male  82            0             0          Yes       Private
## 5927  Female  30            0             0          Yes       Private
## 5928    Male  80            0             0          Yes Self-employed
## 5931    Male  67            0             0          Yes Self-employed
## 5932  Female  45            0             0          Yes       Private
## 5933  Female  51            0             0          Yes       Private
## 5934  Female  36            0             0          Yes       Private
## 5935    Male  18            0             0           No       Private
## 5936    Male  37            0             0          Yes      Govt_job
## 5937  Female  15            0             0           No       Private
## 5938  Female  47            0             0          Yes       Private
## 5941    Male  56            0             0          Yes       Private
## 5943  Female  37            0             0           No       Private
## 5945  Female  41            0             0          Yes       Private
## 5946  Female  81            0             0          Yes       Private
## 5947  Female  18            0             0           No       Private
## 5948    Male  34            0             0           No Self-employed
## 5949    Male  44            0             0           No       Private
## 5950    Male  34            0             0          Yes      Govt_job
## 5951  Female  67            0             0          Yes Self-employed
## 5952  Female  52            0             0          Yes Self-employed
## 5953  Female  32            0             0          Yes       Private
## 5954    Male  56            0             0          Yes       Private
## 5957    Male  27            0             0          Yes       Private
## 5960    Male  50            0             0          Yes       Private
## 5961  Female  22            0             0          Yes      Govt_job
## 5962    Male  37            0             0          Yes       Private
## 5963  Female  46            0             0          Yes       Private
## 5966    Male  55            0             0          Yes       Private
## 5968  Female  29            0             0          Yes      Govt_job
## 5969    Male  77            1             1          Yes       Private
## 5970    Male  68            0             0          Yes       Private
## 5971  Female  44            0             0          Yes       Private
## 5973  Female  41            0             0          Yes       Private
## 5974    Male  47            0             0           No       Private
## 5975    Male  69            0             0          Yes       Private
## 5976    Male  52            0             0          Yes      Govt_job
## 5978    Male  74            0             0          Yes       Private
## 5979  Female  26            0             0           No       Private
## 5980  Female  28            0             0           No      Govt_job
## 5982    Male  57            1             0          Yes      Govt_job
## 5983  Female  38            0             0          Yes       Private
## 5984    Male  17            0             0           No       Private
## 5985    Male  62            0             0          Yes      Govt_job
## 5988  Female  43            0             0          Yes      Govt_job
## 5989    Male  27            0             0           No Self-employed
## 5990  Female  29            0             0          Yes       Private
## 5993  Female  60            0             0          Yes      Govt_job
## 5995  Female  46            0             0          Yes       Private
## 5997  Female  71            0             0          Yes       Private
## 5998  Female  76            0             0          Yes       Private
## 6000  Female  72            0             0          Yes       Private
## 6001  Female  63            0             0          Yes       Private
## 6002  Female  76            0             0          Yes       Private
## 6003  Female  36            0             0          Yes       Private
## 6004  Female  61            0             0          Yes       Private
## 6005    Male  27            0             0           No      Govt_job
## 6006    Male  44            0             0          Yes       Private
## 6008    Male  82            1             0          Yes Self-employed
## 6009  Female  28            0             0           No       Private
## 6011  Female  28            0             0           No      Govt_job
## 6012    Male  23            0             0           No       Private
## 6013    Male  45            0             0          Yes Self-employed
## 6014    Male  25            0             0           No       Private
## 6016    Male  78            0             0           No       Private
## 6020  Female  44            0             0          Yes       Private
## 6021  Female  72            1             0          Yes Self-employed
## 6022  Female  30            0             0          Yes       Private
## 6023  Female  64            0             0          Yes      Govt_job
## 6025  Female  58            0             0          Yes       Private
## 6026  Female  22            0             0           No       Private
## 6027    Male  70            0             0          Yes      Govt_job
## 6028  Female  61            0             0          Yes       Private
## 6030  Female  31            0             0          Yes       Private
## 6031  Female  21            0             0           No       Private
## 6034    Male  69            1             0          Yes       Private
## 6037  Female  51            0             0          Yes       Private
## 6039  Female  77            0             0          Yes      Govt_job
## 6040    Male  68            1             0          Yes Self-employed
## 6041  Female  26            0             0           No       Private
## 6043    Male  68            0             0          Yes       Private
## 6044  Female  36            0             0          Yes       Private
## 6045    Male  64            0             0          Yes       Private
## 6047    Male  79            0             0          Yes Self-employed
## 6049  Female  28            0             0          Yes       Private
## 6050    Male  32            0             0          Yes       Private
## 6051    Male  15            0             0           No      children
## 6052  Female  32            0             0           No       Private
## 6053    Male  34            0             0           No       Private
## 6055  Female  44            0             0          Yes      Govt_job
## 6058  Female  63            1             0          Yes      Govt_job
## 6059  Female  31            0             0          Yes       Private
## 6060  Female  69            0             0          Yes      Govt_job
## 6062    Male  70            0             0          Yes Self-employed
## 6063  Female  42            0             0          Yes      Govt_job
## 6064  Female  26            0             0           No       Private
## 6066  Female  23            0             0           No       Private
## 6067  Female  35            0             0           No       Private
## 6068    Male  60            0             0          Yes       Private
## 6069    Male  55            0             0          Yes Self-employed
## 6071  Female  58            0             0          Yes       Private
## 6073  Female  50            0             0          Yes       Private
## 6074  Female  76            1             1          Yes       Private
## 6076  Female  39            0             0          Yes       Private
## 6077    Male  61            1             0          Yes       Private
## 6078  Female  54            0             0          Yes       Private
## 6079  Female  77            0             0          Yes      Govt_job
## 6080  Female  61            0             0          Yes       Private
## 6082  Female  36            0             0          Yes       Private
## 6083  Female  55            0             0          Yes Self-employed
## 6087  Female  29            0             0          Yes       Private
## 6089  Female  37            1             0          Yes       Private
## 6090  Female  53            0             0          Yes       Private
## 6091  Female  10            0             0           No      children
## 6092  Female  71            0             0          Yes Self-employed
## 6093    Male  57            0             0          Yes      Govt_job
## 6094  Female  80            0             0          Yes Self-employed
## 6095  Female  18            0             0           No       Private
## 6096    Male  41            1             0          Yes       Private
## 6098  Female  70            0             0          Yes Self-employed
## 6101  Female  74            0             0          Yes Self-employed
## 6103  Female  80            0             0          Yes       Private
## 6105    Male  55            0             0          Yes       Private
## 6106  Female  49            0             0          Yes       Private
## 6107    Male  77            1             0          Yes       Private
## 6110  Female  28            0             0          Yes       Private
## 6111  Female  64            0             0          Yes      Govt_job
## 6112    Male  36            0             0           No       Private
## 6113    Male  78            0             1          Yes       Private
## 6114  Female  49            0             0          Yes       Private
## 6115  Female  32            0             0           No      Govt_job
## 6119  Female  81            0             0          Yes       Private
## 6120  Female  68            0             0          Yes Self-employed
## 6121  Female  48            0             0          Yes Self-employed
## 6122  Female  56            0             0          Yes      Govt_job
## 6123  Female  46            0             0          Yes       Private
## 6124  Female  66            1             1          Yes       Private
## 6125  Female  76            1             0          Yes      Govt_job
## 6126  Female  29            0             0           No       Private
## 6127  Female  21            0             0           No       Private
## 6129  Female  36            0             0          Yes Self-employed
## 6130    Male  31            0             0          Yes      Govt_job
## 6132    Male  56            0             0          Yes       Private
## 6133  Female  60            1             0          Yes       Private
## 6134  Female  13            0             0           No       Private
## 6137  Female  79            0             0          Yes       Private
## 6140    Male  54            0             0          Yes Self-employed
## 6142  Female  63            0             0          Yes       Private
## 6143  Female  22            0             0          Yes Self-employed
## 6144  Female  17            0             0           No       Private
## 6145    Male  54            0             0          Yes Self-employed
## 6146    Male  65            0             0          Yes Self-employed
## 6147    Male  47            0             0          Yes      Govt_job
## 6148    Male  58            0             0          Yes       Private
## 6149  Female  78            0             0           No Self-employed
## 6150  Female  74            0             0          Yes       Private
## 6151    Male  39            0             0          Yes       Private
## 6152  Female  78            0             0          Yes       Private
## 6154  Female  56            0             0          Yes       Private
## 6155  Female  39            0             0          Yes       Private
## 6158  Female  63            1             0          Yes       Private
## 6159    Male  41            0             0           No Self-employed
## 6161  Female  50            0             0          Yes Self-employed
## 6164  Female  60            0             0          Yes Self-employed
## 6166    Male  58            0             0          Yes      Govt_job
## 6167    Male  64            0             0          Yes       Private
## 6168    Male  63            0             1          Yes Self-employed
## 6170    Male  81            0             0          Yes Self-employed
## 6171  Female  70            0             0          Yes Self-employed
## 6172    Male  15            0             0           No       Private
## 6173    Male  58            0             0          Yes       Private
## 6174  Female  72            0             0          Yes      Govt_job
## 6175    Male  39            0             0          Yes       Private
## 6178    Male  44            0             0          Yes       Private
## 6179  Female  17            0             0           No       Private
## 6180  Female  57            0             0          Yes       Private
## 6181  Female  78            0             1          Yes Self-employed
## 6182  Female  51            0             0           No       Private
## 6184  Female  20            0             0           No Self-employed
## 6185  Female  50            0             0          Yes       Private
## 6186  Female  25            0             0           No      Govt_job
## 6188    Male  47            0             0          Yes      Govt_job
## 6189    Male  46            0             0          Yes       Private
## 6190  Female  49            0             0          Yes      Govt_job
## 6191  Female  67            0             0          Yes       Private
## 6192  Female  58            0             0          Yes       Private
## 6193  Female  28            0             0          Yes       Private
## 6196  Female  78            1             0           No       Private
## 6197  Female  35            1             0          Yes       Private
## 6199    Male  55            0             0          Yes       Private
## 6200  Female  27            0             0           No       Private
## 6202    Male  63            1             1          Yes       Private
## 6206  Female  21            0             0           No       Private
## 6207    Male  55            0             0          Yes       Private
## 6208    Male  68            0             1          Yes       Private
## 6211  Female  75            0             0          Yes       Private
## 6212  Female  54            1             0          Yes      Govt_job
## 6213  Female  22            0             0           No      Govt_job
## 6214  Female  22            0             0           No       Private
## 6215    Male  58            1             0          Yes       Private
## 6216  Female  31            0             0          Yes       Private
## 6218    Male  44            0             0          Yes       Private
## 6219  Female  53            0             0          Yes       Private
## 6221    Male  14            0             0           No      children
## 6222    Male  56            1             1          Yes       Private
## 6223  Female  42            0             0          Yes       Private
## 6224  Female  19            0             0          Yes       Private
## 6226  Female  16            0             0           No       Private
## 6228    Male  66            0             1          Yes       Private
## 6229  Female  31            0             0          Yes      Govt_job
## 6230  Female  21            0             0           No       Private
## 6231  Female  57            0             0           No Self-employed
## 6232    Male  44            1             0          Yes       Private
## 6233    Male  49            0             0          Yes Self-employed
## 6234    Male  14            0             0           No      children
## 6235  Female  54            1             0          Yes       Private
## 6237  Female  51            0             0          Yes      Govt_job
## 6238  Female  26            0             0           No       Private
## 6239  Female  63            0             0          Yes       Private
## 6241    Male  21            0             0           No       Private
## 6242    Male  29            0             0          Yes       Private
## 6243    Male  27            0             0          Yes       Private
## 6244  Female  54            0             1          Yes      Govt_job
## 6245  Female  47            0             0          Yes       Private
## 6246  Female  57            1             0          Yes Self-employed
## 6247  Female  26            0             0          Yes       Private
## 6248    Male  26            0             0           No       Private
## 6249  Female  18            0             0           No       Private
## 6250  Female  47            0             0          Yes       Private
## 6251    Male  52            0             0          Yes       Private
## 6252    Male  57            1             0          Yes       Private
## 6253  Female  65            0             0          Yes Self-employed
## 6254  Female  53            0             0          Yes       Private
## 6257  Female  39            0             0          Yes       Private
## 6258  Female  29            0             0           No       Private
## 6260  Female  26            0             0           No Self-employed
## 6261    Male  19            0             0           No       Private
## 6262  Female  56            0             0          Yes       Private
## 6264    Male  47            0             0          Yes Self-employed
## 6266    Male  42            0             0          Yes       Private
## 6267  Female  25            0             0           No       Private
## 6268  Female  32            1             0           No       Private
## 6269  Female  10            0             0           No      children
## 6272    Male  31            0             0           No       Private
## 6273    Male  57            0             0          Yes       Private
## 6274    Male  33            0             0          Yes       Private
## 6275    Male  46            0             0          Yes       Private
## 6276    Male  58            0             0          Yes       Private
## 6277  Female  21            0             0          Yes       Private
## 6279  Female  65            1             1          Yes Self-employed
## 6280    Male  11            0             0           No      children
## 6285  Female  44            0             0          Yes       Private
## 6286    Male  76            0             0          Yes       Private
## 6287    Male  66            0             0          Yes       Private
## 6288    Male  61            0             0          Yes Self-employed
## 6289  Female  39            0             0          Yes       Private
## 6290    Male  50            0             0          Yes       Private
## 6292    Male  66            0             0          Yes       Private
## 6293  Female  49            0             0          Yes       Private
## 6300  Female  69            0             0          Yes       Private
## 6303  Female  16            0             0           No       Private
## 6304    Male  14            0             0           No       Private
## 6305    Male  34            0             0           No       Private
## 6306  Female  64            0             0          Yes       Private
## 6307  Female  25            0             0           No       Private
## 6308    Male  29            0             0           No       Private
## 6309  Female  69            1             0          Yes       Private
## 6310    Male  21            0             0           No       Private
## 6311  Female  66            0             0          Yes       Private
## 6312  Female  38            0             0          Yes       Private
## 6313  Female  52            0             0          Yes       Private
## 6314  Female  36            0             0          Yes       Private
## 6315  Female  59            0             0          Yes      Govt_job
## 6317  Female  74            0             0          Yes       Private
## 6318  Female  39            0             0          Yes       Private
## 6319  Female  62            0             0          Yes      Govt_job
## 6320    Male  14            0             0           No  Never_worked
## 6321  Female  36            1             0          Yes       Private
## 6322  Female  48            1             0           No       Private
## 6323    Male  14            0             0           No      children
## 6324  Female  61            0             0          Yes Self-employed
## 6325  Female  30            0             0          Yes       Private
## 6327  Female  69            0             0          Yes      Govt_job
## 6328  Female  17            0             0           No       Private
## 6329  Female  32            0             0          Yes       Private
## 6330    Male  79            0             0           No Self-employed
## 6331    Male  33            0             0           No       Private
## 6333  Female  41            0             0          Yes       Private
## 6334    Male  71            0             0          Yes      Govt_job
## 6335    Male  53            0             0          Yes       Private
## 6336  Female  41            1             0           No       Private
## 6339  Female  70            0             0          Yes       Private
## 6340  Female  47            0             0           No       Private
## 6344  Female  28            0             0          Yes       Private
## 6345  Female  82            0             0          Yes Self-employed
## 6347    Male  41            0             0          Yes       Private
## 6348    Male  60            0             0          Yes      Govt_job
## 6349  Female  78            0             1          Yes Self-employed
## 6351  Female  76            0             0          Yes       Private
## 6352  Female  50            1             0          Yes       Private
## 6354  Female  20            0             0           No       Private
## 6355  Female  64            1             0          Yes       Private
## 6356    Male  30            0             0           No       Private
## 6359    Male  80            0             0          Yes       Private
## 6361  Female  41            0             0          Yes Self-employed
## 6362  Female  31            0             0          Yes Self-employed
## 6363  Female  57            0             0          Yes       Private
## 6364    Male  39            0             0          Yes       Private
## 6366  Female  61            0             0          Yes       Private
## 6367    Male  58            0             1          Yes       Private
## 6368    Male  49            0             0          Yes      Govt_job
## 6370  Female  75            0             0          Yes Self-employed
## 6371  Female  11            0             0           No      children
## 6373    Male  79            0             1          Yes       Private
## 6374  Female  49            0             0          Yes       Private
## 6377  Female  34            0             0          Yes       Private
## 6378  Female  42            0             0          Yes       Private
## 6379    Male  75            0             1          Yes       Private
## 6381    Male  67            0             0          Yes       Private
## 6383    Male  50            0             0          Yes       Private
## 6385  Female  81            0             0          Yes       Private
## 6386    Male  61            0             0          Yes Self-employed
## 6387    Male  63            0             0          Yes      Govt_job
## 6388  Female  54            0             0          Yes Self-employed
## 6389  Female  50            0             0          Yes       Private
## 6390  Female  72            1             0          Yes       Private
## 6391  Female  72            0             0          Yes Self-employed
## 6394  Female  55            0             0          Yes      Govt_job
## 6395  Female  34            0             0          Yes       Private
## 6397    Male  52            0             0          Yes      Govt_job
## 6398  Female  56            0             0          Yes Self-employed
## 6399    Male  53            0             0          Yes       Private
## 6400  Female  38            0             0          Yes       Private
## 6401  Female  44            0             0          Yes      Govt_job
## 6402    Male  51            0             0          Yes       Private
## 6404  Female  55            0             0          Yes       Private
## 6406    Male  45            0             0          Yes       Private
## 6407  Female  79            0             0          Yes       Private
## 6408    Male  50            0             0          Yes Self-employed
## 6409  Female  80            0             0          Yes       Private
## 6410    Male  62            0             1          Yes Self-employed
## 6411  Female  27            0             0          Yes       Private
## 6412  Female  68            0             0          Yes Self-employed
## 6413    Male  60            0             0           No       Private
## 6414  Female  44            0             0           No       Private
## 6415  Female  27            0             0           No       Private
## 6416  Female  80            0             0          Yes Self-employed
## 6418  Female  46            0             0          Yes       Private
## 6419    Male  21            0             0           No      Govt_job
## 6420  Female  33            0             0          Yes      Govt_job
## 6421    Male  13            0             0           No      children
## 6422    Male  19            0             0          Yes       Private
## 6423  Female  47            0             0          Yes Self-employed
## 6424  Female  57            0             0          Yes      Govt_job
## 6425    Male  78            0             1          Yes Self-employed
## 6426    Male  66            0             0          Yes Self-employed
## 6428    Male  55            0             0          Yes       Private
## 6429    Male  49            0             0          Yes       Private
## 6430  Female  18            0             0           No       Private
## 6432  Female  65            0             0          Yes       Private
## 6433    Male  42            0             0          Yes      Govt_job
## 6434  Female  80            0             1          Yes Self-employed
## 6435    Male  35            0             0          Yes       Private
## 6436  Female  37            0             0          Yes Self-employed
## 6437    Male  79            0             0          Yes       Private
## 6438  Female  25            0             0           No       Private
## 6440  Female  34            0             0          Yes       Private
## 6442    Male  48            0             0          Yes       Private
## 6443  Female  46            0             0          Yes       Private
## 6444  Female  45            0             0          Yes       Private
## 6445  Female  66            0             0          Yes      Govt_job
## 6446  Female  23            0             0          Yes       Private
## 6448  Female  56            1             0          Yes       Private
## 6449  Female  23            0             0          Yes       Private
## 6450  Female  32            0             0          Yes      Govt_job
## 6451    Male  19            0             0           No      Govt_job
## 6452  Female  68            1             0          Yes       Private
## 6453  Female  26            0             0          Yes       Private
## 6454    Male  40            0             0          Yes       Private
## 6455    Male  32            0             0          Yes       Private
## 6457    Male  46            0             0          Yes       Private
## 6458  Female  44            0             0          Yes       Private
## 6460  Female  70            0             0          Yes       Private
## 6461    Male  55            0             0          Yes       Private
## 6462    Male  51            0             0          Yes       Private
## 6463    Male  75            0             0           No       Private
## 6464  Female  78            1             0          Yes       Private
## 6465  Female  29            0             0           No       Private
## 6466  Female  71            0             0          Yes       Private
## 6468  Female  31            0             0          Yes       Private
## 6469    Male  12            0             0           No      children
## 6470    Male  67            1             0          Yes       Private
## 6471  Female  65            0             1          Yes Self-employed
## 6474  Female  33            0             0          Yes       Private
## 6475  Female  66            0             0          Yes       Private
## 6476    Male  40            0             0          Yes       Private
## 6477    Male  29            0             0          Yes       Private
## 6479    Male  48            0             0          Yes       Private
## 6480    Male  27            0             0          Yes       Private
## 6481  Female  57            0             0          Yes       Private
## 6483  Female  53            0             0          Yes      Govt_job
## 6484  Female  61            0             0          Yes       Private
## 6485  Female  43            0             0          Yes       Private
## 6486  Female  80            0             0          Yes       Private
## 6487  Female  40            0             0          Yes       Private
## 6488    Male  35            0             0          Yes      Govt_job
## 6489  Female  52            0             0          Yes       Private
## 6491    Male  65            0             0          Yes Self-employed
## 6492  Female  24            0             0           No      Govt_job
## 6493  Female  30            0             0          Yes       Private
## 6494  Female  42            0             0          Yes       Private
## 6497  Female  62            0             0          Yes       Private
## 6499    Male  79            0             1          Yes       Private
## 6502  Female  52            0             0          Yes       Private
## 6503  Female  41            0             0          Yes       Private
## 6505  Female  75            0             0          Yes Self-employed
## 6506    Male  22            0             0          Yes       Private
## 6507  Female  64            0             0          Yes Self-employed
## 6508  Female  34            0             0          Yes       Private
## 6509  Female  24            0             0           No       Private
## 6510  Female  20            0             0           No       Private
## 6511  Female  62            0             0          Yes Self-employed
## 6512    Male  38            0             0          Yes       Private
## 6513  Female  46            0             0           No      Govt_job
## 6514    Male  67            0             0          Yes Self-employed
## 6515  Female  41            1             0          Yes       Private
## 6517  Female  74            0             0          Yes Self-employed
## 6518    Male  64            0             0          Yes       Private
## 6519  Female  26            0             0           No       Private
## 6522    Male  44            0             0          Yes       Private
## 6523  Female  51            0             0          Yes      Govt_job
## 6524    Male  82            0             0          Yes Self-employed
## 6526  Female  31            0             0           No      Govt_job
## 6527    Male  80            0             1          Yes       Private
## 6529    Male  69            0             0          Yes       Private
## 6532  Female  66            0             1          Yes Self-employed
## 6533  Female  48            0             0          Yes       Private
## 6534  Female  43            0             0          Yes       Private
## 6535    Male  40            0             0          Yes       Private
## 6536  Female  22            0             0           No       Private
## 6537  Female  47            0             0          Yes Self-employed
## 6538    Male  81            0             0          Yes       Private
## 6539    Male  60            0             0          Yes       Private
## 6540  Female  80            0             0          Yes Self-employed
## 6541    Male  29            0             0          Yes       Private
## 6544    Male  63            0             0          Yes       Private
## 6546  Female  71            1             1          Yes       Private
## 6549  Female  26            0             0           No       Private
## 6550    Male  40            0             0          Yes       Private
## 6551  Female  52            1             0          Yes       Private
## 6552    Male  67            0             0          Yes       Private
## 6553    Male  52            0             0          Yes       Private
## 6554  Female  68            0             0          Yes Self-employed
## 6555    Male  17            0             0           No       Private
## 6557  Female  38            0             0          Yes       Private
## 6559  Female  31            0             0           No       Private
## 6560  Female  34            0             0          Yes       Private
## 6561    Male  82            0             0          Yes Self-employed
## 6562  Female  74            0             0          Yes      Govt_job
## 6563    Male  35            1             0          Yes       Private
## 6564    Male  30            0             0           No       Private
## 6565  Female  79            0             1          Yes       Private
## 6566    Male  82            1             0          Yes       Private
## 6567  Female  72            0             1          Yes Self-employed
## 6568    Male  53            0             0          Yes      Govt_job
## 6570  Female  29            0             0           No       Private
## 6573  Female  41            0             0          Yes       Private
## 6574  Female  53            0             0          Yes       Private
## 6575  Female  53            0             0          Yes       Private
## 6577    Male  55            0             0          Yes       Private
## 6578    Male  34            0             0          Yes      Govt_job
## 6579  Female  21            0             0           No       Private
## 6580  Female  37            0             0          Yes       Private
## 6581    Male  77            0             0          Yes      Govt_job
## 6582    Male  55            0             0          Yes Self-employed
## 6585  Female  27            0             0          Yes       Private
## 6586    Male  75            0             1          Yes Self-employed
## 6587  Female  37            0             0          Yes       Private
## 6588    Male  25            0             0           No       Private
## 6589  Female  32            0             0          Yes       Private
## 6590  Female  71            0             0          Yes Self-employed
## 6591  Female  21            0             0           No       Private
## 6592    Male  40            0             0           No       Private
## 6593    Male  29            1             0          Yes       Private
## 6595  Female  50            0             0          Yes       Private
## 6597  Female  19            0             0           No       Private
## 6598  Female  56            0             0          Yes       Private
## 6599  Female  23            0             0           No       Private
## 6600  Female  82            1             1          Yes Self-employed
## 6602  Female  55            0             0          Yes       Private
## 6603  Female  58            0             0          Yes       Private
## 6605    Male  40            0             0           No      Govt_job
## 6607  Female  41            0             0          Yes       Private
## 6608    Male  44            0             0          Yes       Private
## 6609    Male  34            0             0          Yes       Private
## 6610    Male  57            0             0          Yes       Private
## 6612  Female  69            0             1          Yes       Private
## 6613    Male  17            0             0           No      Govt_job
## 6614  Female  79            0             0          Yes       Private
## 6615    Male  40            0             0          Yes       Private
## 6616  Female  36            0             0          Yes       Private
## 6617  Female  41            0             0          Yes      Govt_job
## 6621    Male  62            0             0          Yes       Private
## 6622  Female  37            0             0          Yes Self-employed
## 6624    Male  15            0             0           No      children
## 6627  Female  70            0             0          Yes Self-employed
## 6628  Female  13            0             0           No       Private
## 6630  Female  48            1             0          Yes      Govt_job
## 6632  Female  48            0             0          Yes       Private
## 6633  Female  76            0             0          Yes Self-employed
## 6634  Female  50            0             0          Yes      Govt_job
## 6635  Female  28            0             0           No       Private
## 6636  Female  42            1             0          Yes       Private
## 6639  Female  52            1             0          Yes      Govt_job
## 6640  Female  82            1             0          Yes       Private
## 6641    Male  51            0             0          Yes       Private
## 6642    Male  66            0             0          Yes      Govt_job
## 6643  Female  48            0             0          Yes       Private
## 6644  Female  39            0             0          Yes Self-employed
## 6646  Female  26            0             0          Yes       Private
## 6648  Female  48            0             0          Yes       Private
## 6649  Female  34            0             0          Yes      Govt_job
## 6650    Male  77            0             0          Yes Self-employed
## 6651  Female  61            1             0          Yes       Private
## 6653  Female  45            0             0          Yes       Private
## 6654  Female  26            0             0           No       Private
## 6655  Female  36            0             0          Yes Self-employed
## 6656    Male  20            0             0           No       Private
## 6657  Female  19            0             0           No       Private
## 6658  Female  78            1             0          Yes Self-employed
## 6659    Male  50            0             0          Yes       Private
## 6660  Female  19            0             0           No       Private
## 6663  Female  34            0             0          Yes       Private
## 6665  Female  59            0             0          Yes       Private
## 6666    Male  42            0             0          Yes       Private
## 6667  Female  43            0             0          Yes      Govt_job
## 6669  Female  45            0             0          Yes       Private
## 6670  Female  33            0             0           No       Private
## 6671  Female  45            1             0          Yes Self-employed
## 6674    Male  17            0             0           No       Private
## 6675  Female  61            0             0          Yes Self-employed
## 6679  Female  27            0             0           No      Govt_job
## 6680  Female  38            0             0           No      Govt_job
## 6681  Female  38            1             0          Yes       Private
## 6683  Female  56            1             0          Yes       Private
## 6684  Female  20            0             0           No       Private
## 6686  Female  30            0             0          Yes       Private
## 6687    Male  48            0             0          Yes       Private
## 6689  Female  18            0             0           No       Private
## 6690  Female  63            1             0          Yes Self-employed
## 6691    Male  24            0             0          Yes       Private
## 6692  Female  48            0             0          Yes       Private
## 6693  Female  40            0             0          Yes       Private
## 6694  Female  59            0             0          Yes       Private
## 6695    Male  64            1             1          Yes Self-employed
## 6696  Female  25            0             0           No       Private
## 6698    Male  48            0             0          Yes       Private
## 6699  Female  55            0             0          Yes       Private
## 6701    Male  70            0             0          Yes       Private
## 6703  Female  21            0             0           No       Private
## 6704    Male  75            1             0          Yes       Private
## 6705    Male  54            0             1          Yes Self-employed
## 6706  Female  66            0             0          Yes Self-employed
## 6707    Male  19            0             0          Yes       Private
## 6708    Male  80            0             0          Yes Self-employed
## 6710  Female  63            0             0          Yes Self-employed
## 6712    Male  37            0             0          Yes      Govt_job
## 6713  Female  75            0             0          Yes Self-employed
## 6716  Female  13            0             0           No      children
## 6718  Female  39            0             0          Yes       Private
## 6719  Female  61            0             0          Yes       Private
## 6720    Male  79            1             1          Yes Self-employed
## 6721  Female  56            0             0          Yes Self-employed
## 6722  Female  59            0             0          Yes       Private
## 6726  Female  56            0             0          Yes       Private
## 6727  Female  15            0             0           No      children
## 6728    Male  44            0             0          Yes      Govt_job
## 6729  Female  43            0             1          Yes       Private
## 6730  Female  37            0             0          Yes      Govt_job
## 6731  Female  46            0             0           No       Private
## 6732  Female  58            0             0          Yes       Private
## 6733  Female  61            0             0          Yes       Private
## 6735    Male  56            0             0          Yes       Private
## 6737  Female  39            0             0          Yes       Private
## 6738  Female  15            0             0           No       Private
## 6741    Male  73            0             0          Yes       Private
## 6743  Female  56            1             0          Yes Self-employed
## 6744  Female  34            0             0          Yes       Private
## 6746  Female  22            0             0           No       Private
## 6747  Female  67            0             0          Yes      Govt_job
## 6748  Female  42            0             0          Yes Self-employed
## 6749    Male  38            0             0          Yes Self-employed
## 6750  Female  77            0             0           No Self-employed
## 6752  Female  59            0             0          Yes      Govt_job
## 6753    Male  48            1             0          Yes       Private
## 6754  Female  26            0             0           No      Govt_job
## 6755  Female  37            0             0          Yes       Private
## 6756  Female  28            0             0           No       Private
## 6757    Male  62            0             0          Yes       Private
## 6758  Female  46            0             0          Yes       Private
## 6759  Female  25            0             0           No      Govt_job
## 6761    Male  39            0             0          Yes Self-employed
## 6762  Female  22            0             0           No       Private
## 6763  Female  24            0             0           No      Govt_job
## 6765    Male  62            0             1          Yes      Govt_job
## 6766  Female  64            0             1          Yes       Private
## 6767    Male  55            0             0          Yes      Govt_job
## 6768  Female  74            0             0          Yes       Private
## 6769  Female  46            1             0          Yes      Govt_job
## 6771    Male  43            0             0          Yes      Govt_job
## 6773  Female  33            1             0          Yes       Private
## 6775  Female  78            0             0          Yes      Govt_job
## 6776    Male  56            0             0          Yes       Private
## 6777  Female  44            0             0          Yes       Private
## 6778  Female  13            0             0           No      children
## 6779  Female  30            0             0          Yes       Private
## 6781  Female  44            1             1           No       Private
## 6784  Female  40            0             0          Yes       Private
## 6785  Female  18            0             0           No       Private
## 6787    Male  71            0             0          Yes       Private
## 6788    Male  25            0             0           No       Private
## 6789    Male  49            0             0          Yes      Govt_job
## 6790    Male  71            1             1           No      Govt_job
## 6792  Female  45            0             0           No      Govt_job
## 6793  Female  75            0             0          Yes       Private
## 6794  Female  36            0             0           No       Private
## 6797  Female  25            0             0          Yes Self-employed
## 6798    Male  22            0             0           No       Private
## 6800  Female  36            0             0          Yes       Private
## 6801  Female  49            1             0          Yes       Private
## 6802  Female  46            1             0          Yes      Govt_job
## 6803    Male  70            0             0          Yes Self-employed
## 6804    Male  61            1             0          Yes Self-employed
## 6806    Male  52            0             0          Yes       Private
## 6808  Female  19            0             0           No       Private
## 6809  Female  74            0             0          Yes       Private
## 6810    Male  62            0             0          Yes       Private
## 6811  Female  77            0             0          Yes       Private
## 6813  Female  53            0             0          Yes       Private
## 6814  Female  47            0             0          Yes       Private
## 6817  Female  54            0             0          Yes Self-employed
## 6819    Male  78            1             1          Yes       Private
## 6820  Female  34            0             0          Yes Self-employed
## 6822    Male  75            0             0          Yes       Private
## 6824    Male  73            0             0          Yes Self-employed
## 6827  Female  24            0             0          Yes      Govt_job
## 6828  Female  78            0             1          Yes Self-employed
## 6829    Male  69            0             0          Yes Self-employed
## 6830    Male  52            0             0           No       Private
## 6831  Female  35            0             0           No      Govt_job
## 6833  Female  22            0             0           No       Private
## 6834    Male  47            0             0           No       Private
## 6836    Male  65            0             0          Yes       Private
## 6838  Female  27            0             0           No       Private
## 6840    Male  61            1             0          Yes       Private
## 6841  Female  56            1             0           No      Govt_job
## 6842  Female  65            0             0          Yes       Private
## 6844  Female  43            0             0           No       Private
## 6845  Female  68            0             0          Yes Self-employed
## 6846  Female  79            0             0          Yes       Private
## 6847    Male  79            1             0          Yes Self-employed
## 6848  Female  58            0             0          Yes       Private
## 6849  Female  44            0             0          Yes Self-employed
## 6851  Female  26            0             0           No       Private
## 6852  Female  67            1             0          Yes       Private
## 6853  Female  21            0             0           No Self-employed
## 6855    Male  23            0             0           No       Private
## 6856  Female  48            0             0          Yes      Govt_job
## 6857    Male  16            0             0           No       Private
## 6858  Female  53            1             1          Yes       Private
## 6861    Male  74            0             0          Yes       Private
## 6862    Male  78            0             0          Yes       Private
## 6864  Female  12            0             0           No      children
## 6868  Female  78            0             0          Yes Self-employed
## 6869  Female  17            0             0           No       Private
## 6871  Female  47            0             0          Yes       Private
## 6874  Female  48            0             0           No       Private
## 6876  Female  33            0             0          Yes       Private
## 6877  Female  19            0             0           No       Private
## 6878    Male  35            0             0          Yes Self-employed
## 6879  Female  26            0             0           No       Private
## 6881  Female  27            0             0          Yes       Private
## 6882  Female  38            0             0           No Self-employed
## 6883  Female  34            0             0          Yes       Private
## 6886  Female  52            0             0          Yes Self-employed
## 6888  Female  21            0             0           No       Private
## 6889  Female  24            0             0           No       Private
## 6890    Male  67            1             0          Yes       Private
## 6892  Female  43            0             0          Yes       Private
## 6893    Male  66            0             0          Yes       Private
## 6895  Female  24            0             0          Yes Self-employed
## 6899  Female  59            0             0          Yes Self-employed
## 6901  Female  50            0             0          Yes      Govt_job
## 6902    Male  44            0             0          Yes       Private
## 6903    Male  46            0             0          Yes       Private
## 6905  Female  77            0             0          Yes       Private
## 6907  Female  18            0             0           No       Private
## 6909  Female  44            0             0           No       Private
## 6911  Female  48            0             0           No       Private
## 6912    Male  51            0             0          Yes      Govt_job
## 6914    Male  68            0             1          Yes Self-employed
## 6916  Female  76            0             0          Yes       Private
## 6917  Female  24            0             0          Yes       Private
## 6918    Male  70            1             0          Yes Self-employed
## 6919  Female  38            0             0          Yes       Private
## 6920    Male  38            0             0          Yes       Private
## 6921  Female  29            0             0          Yes       Private
## 6922  Female  69            0             0          Yes Self-employed
## 6923    Male  16            0             0           No  Never_worked
## 6924  Female  77            1             0           No       Private
## 6927  Female  32            0             0           No       Private
## 6928  Female  59            0             1          Yes       Private
## 6930    Male  66            0             0          Yes Self-employed
## 6931  Female  58            0             0          Yes       Private
## 6935  Female  26            0             0          Yes Self-employed
## 6938    Male  47            0             0          Yes Self-employed
## 6939    Male  59            0             0          Yes       Private
## 6941    Male  12            0             0           No      children
## 6943  Female  55            0             0          Yes Self-employed
## 6944    Male  27            0             0           No       Private
## 6946    Male  54            0             0          Yes       Private
## 6948  Female  46            0             0          Yes       Private
## 6949  Female  74            0             0          Yes       Private
## 6950    Male  70            1             0          Yes Self-employed
## 6951  Female  78            0             0          Yes       Private
## 6952    Male  16            0             0           No       Private
## 6953  Female  50            0             0          Yes      Govt_job
## 6954  Female  58            0             0          Yes       Private
## 6955  Female  38            0             0           No       Private
## 6956  Female  82            1             1           No Self-employed
## 6957  Female  67            0             0          Yes       Private
## 6958    Male  61            1             0          Yes       Private
## 6959  Female  72            0             0           No      Govt_job
## 6960  Female  50            0             0           No Self-employed
## 6961  Female  81            1             0          Yes       Private
## 6962  Female  78            0             0           No       Private
## 6964  Female  32            0             0          Yes       Private
## 6965    Male  33            0             0          Yes       Private
## 6966    Male  36            0             0          Yes      Govt_job
## 6968  Female  23            0             0           No       Private
## 6970    Male  17            0             0           No       Private
## 6971    Male  78            0             0          Yes      Govt_job
## 6972  Female  28            0             0           No       Private
## 6975  Female  34            0             0          Yes       Private
## 6977  Female  63            1             0          Yes       Private
## 6979    Male  63            1             0          Yes       Private
## 6980  Female  23            0             0           No       Private
## 6981  Female  65            1             0          Yes       Private
## 6982    Male  79            0             0          Yes       Private
## 6984    Male  30            0             0          Yes       Private
## 6985  Female  62            1             0          Yes       Private
## 6987    Male  61            0             0          Yes       Private
## 6989  Female  15            0             0           No       Private
## 6990  Female  38            0             0          Yes       Private
## 6991    Male  58            0             0          Yes       Private
## 6993  Female  65            0             0          Yes Self-employed
## 6994    Male  29            0             0           No      Govt_job
## 6996    Male  35            0             0          Yes Self-employed
## 6998  Female  64            0             0          Yes       Private
## 7000    Male  77            0             0          Yes      Govt_job
## 7001    Male  45            0             0          Yes      Govt_job
## 7003  Female  31            0             0          Yes      Govt_job
## 7004    Male  67            0             0          Yes      Govt_job
## 7005  Female  72            0             0          Yes       Private
## 7006    Male  45            1             0          Yes       Private
## 7007    Male  45            0             0          Yes      Govt_job
## 7008    Male  42            0             0          Yes       Private
## 7011  Female  75            0             0          Yes       Private
## 7012    Male  59            0             0          Yes      Govt_job
## 7014    Male  47            0             0          Yes       Private
## 7015    Male  56            0             0          Yes       Private
## 7016  Female  53            0             0          Yes       Private
## 7017  Female  11            0             0           No      children
## 7018    Male  47            0             0          Yes       Private
## 7019  Female  43            0             0          Yes       Private
## 7020    Male  22            0             0           No       Private
## 7022  Female  29            0             0          Yes       Private
## 7023  Female  54            1             0          Yes      Govt_job
## 7024  Female  35            0             0          Yes       Private
## 7027  Female  64            0             0          Yes       Private
## 7029    Male  31            0             0           No       Private
## 7030    Male  64            0             0          Yes       Private
## 7032    Male  30            0             0          Yes       Private
## 7033    Male  80            0             0           No Self-employed
## 7034    Male  22            0             0           No       Private
## 7035  Female  13            0             0           No       Private
## 7036    Male  32            0             0          Yes Self-employed
## 7037  Female  58            1             0          Yes       Private
## 7038  Female  55            0             0          Yes       Private
## 7039    Male  27            0             0          Yes       Private
## 7040  Female  47            0             0          Yes       Private
## 7041    Male  63            0             0          Yes       Private
## 7042    Male  58            0             0          Yes       Private
## 7043    Male  44            0             0          Yes       Private
## 7044    Male  54            0             0          Yes Self-employed
## 7046  Female  81            0             0          Yes       Private
## 7047  Female  38            0             0          Yes Self-employed
## 7048  Female  52            0             0          Yes      Govt_job
## 7049    Male  63            0             1          Yes Self-employed
## 7051    Male  22            0             0           No       Private
## 7052  Female  75            0             0          Yes Self-employed
## 7054    Male  25            0             0           No       Private
## 7055    Male  79            0             0           No       Private
## 7056    Male  13            0             0           No      children
## 7059  Female  38            1             0          Yes       Private
## 7060  Female  40            0             0          Yes       Private
## 7061    Male  67            0             1          Yes Self-employed
## 7063    Male  67            0             0          Yes      Govt_job
## 7065  Female  50            0             0          Yes      Govt_job
## 7066    Male  10            0             0           No      children
## 7067    Male  80            0             0          Yes       Private
## 7069  Female  33            0             0           No       Private
## 7070  Female  38            0             0           No       Private
## 7072  Female  42            0             0          Yes       Private
## 7074  Female  48            0             0          Yes Self-employed
## 7075    Male  34            0             0          Yes       Private
## 7076  Female  61            0             0          Yes       Private
## 7078  Female  51            0             0          Yes Self-employed
## 7079    Male  52            1             0          Yes       Private
## 7081    Male  38            0             0          Yes       Private
## 7082    Male  36            0             1          Yes      Govt_job
## 7085  Female  75            0             0          Yes      Govt_job
## 7088  Female  69            0             0          Yes       Private
## 7090  Female  23            0             0          Yes       Private
## 7093  Female  36            1             0          Yes       Private
## 7095  Female  55            1             0          Yes Self-employed
## 7096  Female  54            0             0          Yes       Private
## 7097    Male  11            0             0           No      children
## 7098  Female  71            0             0          Yes       Private
## 7100    Male  18            0             0           No       Private
## 7102  Female  27            0             0           No       Private
## 7105    Male  24            0             0           No       Private
## 7108  Female  39            0             0          Yes      Govt_job
## 7109    Male  56            1             0          Yes       Private
## 7111  Female  45            0             0          Yes       Private
## 7112  Female  40            0             0           No       Private
## 7114    Male  28            0             0           No       Private
## 7115  Female  81            0             0          Yes       Private
## 7116    Male  55            0             0          Yes       Private
## 7117  Female  49            0             0          Yes      Govt_job
## 7118    Male  59            0             0          Yes       Private
## 7121  Female  78            0             0          Yes       Private
## 7122  Female  42            0             0          Yes       Private
## 7123    Male  59            0             0          Yes      Govt_job
## 7124  Female  61            0             0          Yes       Private
## 7125  Female  41            0             0          Yes       Private
## 7126  Female  28            0             0           No       Private
## 7127    Male  47            0             0          Yes       Private
## 7128  Female  28            0             0           No       Private
## 7129  Female  71            0             0          Yes Self-employed
## 7130  Female  38            0             0           No       Private
## 7133    Male  80            0             1          Yes Self-employed
## 7134  Female  37            0             0          Yes       Private
## 7135  Female  29            0             0           No       Private
## 7136  Female  69            0             0          Yes       Private
## 7137  Female  61            0             0          Yes       Private
## 7138    Male  34            0             0          Yes       Private
## 7139  Female  32            0             0          Yes       Private
## 7140  Female  21            0             0           No       Private
## 7141    Male  43            0             0          Yes       Private
## 7149  Female  44            0             0          Yes       Private
## 7150    Male  76            0             1           No Self-employed
## 7151  Female  49            0             0          Yes       Private
## 7152  Female  23            0             0          Yes      Govt_job
## 7153  Female  42            0             0          Yes      Govt_job
## 7154  Female  42            0             0          Yes      Govt_job
## 7156  Female  39            0             0          Yes Self-employed
## 7157    Male  51            1             0          Yes       Private
## 7159  Female  53            1             0          Yes       Private
## 7162  Female  55            0             0          Yes       Private
## 7163  Female  52            0             0          Yes      Govt_job
## 7166  Female  45            0             0          Yes Self-employed
## 7167    Male  45            0             0           No       Private
## 7168    Male  59            0             0           No       Private
## 7170  Female  76            1             0          Yes Self-employed
## 7172  Female  21            0             0           No       Private
## 7174  Female  53            0             0          Yes Self-employed
## 7175    Male  47            0             1          Yes       Private
## 7176    Male  13            0             0           No       Private
## 7177  Female  64            1             0          Yes       Private
## 7181  Female  77            0             0          Yes Self-employed
## 7182  Female  72            0             0          Yes       Private
## 7183  Female  39            0             0          Yes       Private
## 7184    Male  57            0             0          Yes       Private
## 7185  Female  52            0             0          Yes Self-employed
## 7186  Female  17            0             0           No  Never_worked
## 7187  Female  19            0             0           No       Private
## 7191  Female  48            0             0           No Self-employed
## 7192    Male  63            0             0          Yes       Private
## 7193  Female  45            1             0          Yes       Private
## 7195  Female  78            0             0          Yes Self-employed
## 7198  Female  18            0             0           No       Private
## 7199    Male  50            0             1          Yes       Private
## 7200  Female  81            1             1          Yes       Private
## 7201  Female  59            0             0          Yes       Private
## 7202  Female  46            0             0          Yes       Private
## 7204  Female  25            0             0           No       Private
## 7205  Female  47            0             0          Yes Self-employed
## 7206  Female  82            0             0          Yes       Private
## 7207  Female  17            0             0           No       Private
## 7208  Female  60            0             0          Yes Self-employed
## 7209  Female  27            0             0           No       Private
## 7210    Male  62            1             0          Yes      Govt_job
## 7211    Male  26            0             0           No Self-employed
## 7212  Female  52            0             0          Yes       Private
## 7213  Female  71            0             0          Yes       Private
## 7214  Female  79            0             0          Yes       Private
## 7216  Female  26            0             0          Yes       Private
## 7218  Female  20            0             0           No       Private
## 7220    Male  40            0             0          Yes       Private
## 7222    Male  11            0             0           No      children
## 7224  Female  32            0             0          Yes Self-employed
## 7226  Female  80            1             0          Yes Self-employed
## 7229  Female  38            0             0           No Self-employed
## 7230  Female  55            0             0          Yes       Private
## 7232    Male  50            0             0          Yes Self-employed
## 7233    Male  59            0             0          Yes Self-employed
## 7234  Female  36            0             0          Yes       Private
## 7237  Female  22            0             0          Yes       Private
## 7238    Male  80            0             1          Yes Self-employed
## 7239  Female  79            0             0          Yes       Private
## 7240    Male  45            0             0          Yes       Private
## 7241    Male  79            0             0          Yes       Private
## 7242    Male  17            0             0           No Self-employed
## 7243  Female  29            0             0          Yes      Govt_job
## 7244    Male  52            0             0          Yes       Private
## 7245    Male  41            0             0          Yes      Govt_job
## 7247  Female  77            0             0          Yes Self-employed
## 7248  Female  57            0             0          Yes Self-employed
## 7249    Male  57            0             0          Yes Self-employed
## 7250  Female  34            0             0           No       Private
## 7253  Female  37            0             0          Yes       Private
## 7254    Male  44            0             0          Yes       Private
## 7255  Female  47            0             0          Yes       Private
## 7256    Male  47            0             0          Yes      Govt_job
## 7257    Male  12            0             0           No      children
## 7259  Female  28            0             0          Yes       Private
## 7260    Male  21            0             0           No       Private
## 7261    Male  62            1             1          Yes Self-employed
## 7262  Female  57            0             0          Yes       Private
## 7263  Female  17            0             0           No       Private
## 7265  Female  34            0             0           No       Private
## 7267    Male  69            0             0          Yes      Govt_job
## 7268  Female  44            0             0          Yes       Private
## 7269    Male  71            0             1          Yes       Private
## 7270  Female  69            0             0          Yes       Private
## 7271  Female  68            0             0          Yes       Private
## 7273    Male  63            1             0          Yes       Private
## 7274  Female  80            1             0          Yes       Private
## 7275  Female  78            0             0          Yes Self-employed
## 7276  Female  24            0             0           No       Private
## 7277    Male  44            0             0          Yes       Private
## 7278  Female  70            0             0          Yes      Govt_job
## 7281  Female  53            0             0          Yes      Govt_job
## 7282  Female  82            0             0          Yes       Private
## 7283  Female  59            0             0          Yes       Private
## 7284    Male  57            0             0          Yes       Private
## 7285    Male  60            0             0          Yes       Private
## 7288  Female  20            0             0           No       Private
## 7290    Male  71            0             1          Yes       Private
## 7292  Female  44            0             0          Yes       Private
## 7294    Male  62            0             0          Yes       Private
## 7295    Male  53            0             0          Yes Self-employed
## 7296    Male  68            0             0          Yes       Private
## 7297  Female  13            0             0           No      children
## 7298  Female  22            0             0           No       Private
## 7300    Male  62            0             0          Yes      Govt_job
## 7301  Female  22            0             0           No       Private
## 7303    Male  57            0             1          Yes       Private
## 7304  Female  27            0             0          Yes       Private
## 7305  Female  73            0             0           No Self-employed
## 7306  Female  34            0             0          Yes       Private
## 7307    Male  43            0             0           No       Private
## 7308  Female  66            0             0          Yes Self-employed
## 7309  Female  46            0             0          Yes       Private
## 7311  Female  72            0             0          Yes      Govt_job
## 7312  Female  62            0             0          Yes      Govt_job
## 7314  Female  24            0             0           No       Private
## 7315  Female  35            0             0          Yes       Private
## 7317  Female  68            0             0          Yes       Private
## 7318  Female  38            0             0          Yes      Govt_job
## 7319  Female  27            0             0           No       Private
## 7320  Female  60            1             0          Yes Self-employed
## 7321    Male  18            0             0           No      Govt_job
## 7322    Male  68            0             0          Yes Self-employed
## 7324    Male  45            0             0           No       Private
## 7326  Female  40            0             0          Yes      Govt_job
## 7328  Female  23            0             0           No       Private
## 7329    Male  49            0             0          Yes       Private
## 7330    Male  68            0             0          Yes       Private
## 7331  Female  32            0             0          Yes       Private
## 7332    Male  51            0             0          Yes       Private
## 7333    Male  59            0             0          Yes       Private
## 7334  Female  77            0             0          Yes Self-employed
## 7337    Male  79            0             1          Yes      Govt_job
## 7338    Male  60            0             0          Yes       Private
## 7339  Female  75            0             0          Yes       Private
## 7340  Female  52            0             0          Yes      Govt_job
## 7341  Female  41            0             0          Yes       Private
## 7342  Female  28            0             0          Yes       Private
## 7343  Female  26            0             0           No Self-employed
## 7345  Female  14            0             0           No       Private
## 7346  Female  77            0             0          Yes       Private
## 7347    Male  31            0             0          Yes      Govt_job
## 7352    Male  30            0             0          Yes       Private
## 7353  Female  56            0             0          Yes       Private
## 7354    Male  47            0             0          Yes      Govt_job
## 7356  Female  44            0             0          Yes       Private
## 7357  Female  53            0             0          Yes       Private
## 7359  Female  23            0             0           No       Private
## 7362  Female  37            0             0          Yes       Private
## 7363  Female  34            0             0          Yes       Private
## 7366  Female  31            0             0          Yes       Private
## 7367  Female  53            0             0          Yes       Private
## 7368  Female  41            0             0          Yes       Private
## 7370  Female  49            0             0           No       Private
## 7371    Male  39            0             0          Yes       Private
## 7374  Female  30            0             0           No       Private
## 7376    Male  34            0             0           No       Private
## 7378  Female  21            0             0           No       Private
## 7379  Female  44            0             0          Yes       Private
## 7381    Male  17            0             0           No  Never_worked
## 7383  Female  25            0             0          Yes      Govt_job
## 7386  Female  16            0             0           No       Private
## 7388    Male  73            1             0          Yes Self-employed
## 7390  Female  19            0             0           No       Private
## 7393  Female  55            0             0          Yes       Private
## 7395  Female  21            0             0           No       Private
## 7396  Female  11            0             0           No      children
## 7397  Female  30            0             0          Yes Self-employed
## 7400  Female  38            0             0          Yes       Private
## 7401  Female  69            0             0          Yes Self-employed
## 7402  Female  81            1             0          Yes Self-employed
## 7404  Female  54            0             0          Yes       Private
## 7405    Male  58            0             0          Yes       Private
## 7406  Female  23            0             0          Yes       Private
## 7407    Male  48            1             0          Yes Self-employed
## 7410  Female  19            0             0           No       Private
## 7411    Male  26            0             0           No       Private
## 7413  Female  29            0             0           No       Private
## 7414  Female  32            0             0          Yes       Private
## 7416  Female  60            0             0          Yes       Private
## 7423  Female  39            0             0           No       Private
## 7426  Female  33            0             0          Yes       Private
## 7427  Female  58            0             0          Yes       Private
## 7428    Male  38            0             0          Yes       Private
## 7429    Male  40            0             0          Yes       Private
## 7431  Female  21            0             0           No       Private
## 7432  Female  74            0             0          Yes Self-employed
## 7433  Female  67            0             0          Yes       Private
## 7434  Female  22            0             0           No       Private
## 7435    Male  32            0             0          Yes       Private
## 7438    Male  56            1             0          Yes       Private
## 7439  Female  71            0             0          Yes Self-employed
## 7440  Female  27            0             0           No       Private
## 7441    Male  39            0             0          Yes      Govt_job
## 7442    Male  32            0             0          Yes       Private
## 7445  Female  41            0             0          Yes      Govt_job
## 7446  Female  57            0             0          Yes       Private
## 7447    Male  53            0             0          Yes Self-employed
## 7448  Female  41            0             0          Yes       Private
## 7449    Male  55            1             0          Yes Self-employed
## 7451  Female  55            0             0           No       Private
## 7452    Male  49            1             0          Yes Self-employed
## 7453  Female  64            0             0          Yes       Private
## 7455  Female  50            0             0          Yes      Govt_job
## 7456    Male  46            0             0          Yes       Private
## 7458    Male  27            0             0           No       Private
## 7460  Female  36            0             0           No       Private
## 7461    Male  71            0             0          Yes       Private
## 7462    Male  71            1             0          Yes       Private
## 7465  Female  51            0             0          Yes Self-employed
## 7466  Female  53            0             0          Yes Self-employed
## 7467  Female  57            0             0          Yes      Govt_job
## 7470  Female  33            0             0          Yes       Private
## 7472    Male  60            1             0          Yes       Private
## 7473    Male  32            0             0          Yes       Private
## 7476    Male  59            0             0          Yes       Private
## 7477  Female  25            0             0          Yes       Private
## 7478    Male  63            0             0          Yes      Govt_job
## 7479  Female  48            1             0          Yes Self-employed
## 7480  Female  23            0             0           No      Govt_job
## 7482    Male  79            0             0          Yes      Govt_job
## 7483    Male  78            1             0          Yes Self-employed
## 7484  Female  64            0             0          Yes       Private
## 7486  Female  24            0             0           No       Private
## 7487  Female  81            0             0          Yes Self-employed
## 7488  Female  75            0             0          Yes       Private
## 7489    Male  42            0             0          Yes       Private
## 7490  Female  56            0             0          Yes       Private
## 7491  Female  36            0             0           No       Private
## 7492    Male  73            0             1          Yes Self-employed
## 7493  Female  31            0             0           No       Private
## 7495  Female  25            0             0           No       Private
## 7497  Female  44            0             0          Yes       Private
## 7499  Female  12            0             0           No      children
## 7500  Female  38            0             0           No       Private
## 7502  Female  79            0             1          Yes       Private
## 7503    Male  80            1             0          Yes       Private
## 7504    Male  31            1             0          Yes Self-employed
## 7505    Male  18            0             0           No       Private
## 7506  Female  30            0             0          Yes      Govt_job
## 7507  Female  15            0             0           No       Private
## 7509    Male  46            0             0          Yes      Govt_job
## 7510    Male  80            0             1          Yes Self-employed
## 7512    Male  43            0             0          Yes       Private
## 7514  Female  66            0             0          Yes      Govt_job
## 7517  Female  78            0             0          Yes       Private
## 7518  Female  47            0             0          Yes       Private
## 7519    Male  37            0             0          Yes       Private
## 7520    Male  23            0             0           No       Private
## 7521  Female  57            0             0          Yes Self-employed
## 7522  Female  19            0             0           No       Private
## 7523  Female  64            0             0          Yes       Private
## 7524  Female  50            0             0          Yes       Private
## 7525    Male  66            1             0          Yes       Private
## 7526  Female  22            0             0           No       Private
## 7528  Female  70            0             1          Yes       Private
## 7529  Female  53            1             0           No       Private
## 7530  Female  10            0             0           No      children
## 7531    Male  37            0             0          Yes       Private
## 7532    Male  30            0             0           No      Govt_job
## 7535  Female  20            0             0           No       Private
## 7538  Female  57            1             0          Yes       Private
## 7540  Female  28            0             0           No       Private
## 7541  Female  77            0             0          Yes       Private
## 7542    Male  37            0             0          Yes       Private
## 7543  Female  82            1             1          Yes       Private
## 7544    Male  42            0             0          Yes Self-employed
## 7545    Male  50            0             0          Yes Self-employed
## 7547  Female  47            0             0           No      Govt_job
## 7548  Female  67            0             0          Yes       Private
## 7549  Female  72            0             0          Yes       Private
## 7550    Male  60            0             0          Yes       Private
## 7551  Female  21            0             0           No       Private
## 7552    Male  81            1             0          Yes       Private
## 7553    Male  77            0             0          Yes       Private
## 7554  Female  51            0             0          Yes       Private
## 7555  Female  30            0             0          Yes       Private
## 7557    Male  64            0             0          Yes Self-employed
## 7558  Female  57            0             0          Yes Self-employed
## 7559  Female  33            0             0          Yes       Private
## 7561    Male  72            0             0          Yes       Private
## 7562    Male  53            0             0          Yes       Private
## 7563    Male  33            0             0          Yes       Private
## 7564    Male  22            0             0           No       Private
## 7565  Female  37            0             0          Yes      Govt_job
## 7566    Male  63            0             0          Yes       Private
## 7567  Female  46            0             0          Yes      Govt_job
## 7568  Female  36            0             0          Yes       Private
## 7570  Female  23            0             0           No       Private
## 7571  Female  51            0             0          Yes       Private
## 7573  Female  27            0             0           No       Private
## 7575  Female  62            1             0          Yes      Govt_job
## 7577    Male  62            0             0          Yes Self-employed
## 7579    Male  65            1             1          Yes Self-employed
## 7580  Female  69            0             0          Yes Self-employed
## 7581  Female  53            0             1          Yes       Private
## 7582  Female  70            0             0          Yes       Private
## 7583  Female  16            0             0           No      children
## 7584  Female  47            0             0          Yes      Govt_job
## 7585  Female  67            0             0          Yes       Private
## 7586  Female  24            0             0          Yes       Private
## 7587  Female  73            1             1          Yes       Private
## 7588    Male  71            0             0          Yes       Private
## 7589    Male  51            0             0          Yes Self-employed
## 7590    Male  30            0             0          Yes       Private
## 7591    Male  82            0             0          Yes      Govt_job
## 7594  Female  79            1             1          Yes       Private
## 7596  Female  51            0             0          Yes       Private
## 7597    Male  38            0             0          Yes Self-employed
## 7598  Female  63            0             0          Yes Self-employed
## 7599    Male  53            1             0          Yes       Private
## 7600    Male  78            0             0          Yes      Govt_job
## 7601    Male  52            0             0          Yes      Govt_job
## 7602  Female  54            0             0          Yes       Private
## 7603  Female  25            0             0           No       Private
## 7604  Female  31            0             0          Yes       Private
## 7605  Female  48            0             0          Yes Self-employed
## 7606    Male  21            1             0           No Self-employed
## 7607    Male  68            0             0          Yes       Private
## 7610    Male  16            0             0           No      children
## 7611  Female  16            0             0           No       Private
## 7613    Male  54            0             0          Yes       Private
## 7615  Female  17            0             0           No       Private
## 7617    Male  31            0             0          Yes       Private
## 7618  Female  69            0             0          Yes      Govt_job
## 7620  Female  41            0             0          Yes      Govt_job
## 7622  Female  42            0             0          Yes      Govt_job
## 7624  Female  27            0             0           No       Private
## 7625  Female  42            0             0          Yes       Private
## 7628  Female  43            1             0          Yes       Private
## 7629  Female  22            0             0           No Self-employed
## 7631    Male  68            0             0          Yes Self-employed
## 7635    Male  52            0             0          Yes       Private
## 7636    Male  47            1             0           No       Private
## 7637  Female  79            1             0          Yes Self-employed
## 7638  Female  29            0             0           No       Private
## 7639    Male  44            0             0          Yes       Private
## 7641    Male  29            0             0           No       Private
## 7642    Male  36            0             0          Yes       Private
## 7643  Female  61            0             0          Yes Self-employed
## 7644    Male  45            0             0          Yes       Private
## 7647    Male  49            0             0          Yes       Private
## 7649    Male  31            0             0          Yes       Private
## 7650  Female  58            0             0          Yes Self-employed
## 7653  Female  30            0             0           No      Govt_job
## 7654    Male  31            0             0          Yes       Private
## 7655  Female  26            0             0          Yes       Private
## 7656  Female  50            0             0          Yes      Govt_job
## 7657  Female  77            0             1          Yes       Private
## 7658    Male  36            0             0          Yes      Govt_job
## 7660    Male  39            0             0          Yes       Private
## 7661  Female  62            0             0          Yes       Private
## 7662  Female  68            1             0          Yes       Private
## 7663    Male  72            0             0          Yes       Private
## 7665  Female  76            0             0          Yes Self-employed
## 7666    Male  79            0             0          Yes      Govt_job
## 7667  Female  27            0             0           No       Private
## 7668    Male  49            0             0          Yes Self-employed
## 7670  Female  50            0             0          Yes       Private
## 7671  Female  73            1             0          Yes       Private
## 7672    Male  66            0             0          Yes Self-employed
## 7673  Female  71            0             0          Yes Self-employed
## 7674  Female  52            0             0          Yes       Private
## 7675    Male  58            0             0          Yes      Govt_job
## 7676    Male  81            0             0          Yes       Private
## 7678  Female  72            1             0          Yes Self-employed
## 7679  Female  48            1             0          Yes      Govt_job
## 7680    Male  56            0             0          Yes       Private
## 7681    Male  42            1             0          Yes      Govt_job
## 7683  Female  51            0             0          Yes      Govt_job
## 7684    Male  63            0             1          Yes       Private
## 7686  Female  21            0             0          Yes       Private
## 7687  Female  10            0             0           No      children
## 7688  Female  50            0             0          Yes       Private
## 7691  Female  70            0             0          Yes      Govt_job
## 7693  Female  46            1             0          Yes      Govt_job
## 7694  Female  50            0             1          Yes       Private
## 7696    Male  47            0             0          Yes Self-employed
## 7698  Female  55            0             0          Yes Self-employed
## 7703    Male  64            0             0          Yes       Private
## 7704  Female  52            0             0          Yes       Private
## 7705    Male  55            0             0           No       Private
## 7707    Male  56            0             0          Yes       Private
## 7708  Female  37            0             0          Yes       Private
## 7709  Female  42            0             0           No       Private
## 7710  Female  56            0             0          Yes       Private
## 7711  Female  78            1             0           No       Private
## 7712  Female  58            0             0          Yes       Private
## 7713  Female  65            0             0          Yes       Private
## 7714    Male  47            1             0          Yes       Private
## 7715  Female  22            0             0           No      Govt_job
## 7716  Female  39            1             0          Yes       Private
## 7717  Female  74            1             0          Yes      Govt_job
## 7718    Male  75            0             0          Yes Self-employed
## 7719    Male  67            0             0          Yes       Private
## 7721  Female  49            0             0          Yes       Private
## 7723    Male  54            0             0          Yes       Private
## 7726  Female  55            0             0          Yes Self-employed
## 7727    Male  78            1             0           No Self-employed
## 7728  Female  49            0             0          Yes       Private
## 7730  Female  65            1             1          Yes Self-employed
## 7731    Male  50            0             0          Yes       Private
## 7732  Female  23            0             0           No       Private
## 7734  Female  61            0             0           No       Private
## 7735    Male  76            0             0          Yes       Private
## 7736    Male  22            0             0           No       Private
## 7738  Female  59            0             0          Yes      Govt_job
## 7739    Male  27            0             0          Yes       Private
## 7740  Female  80            0             0          Yes       Private
## 7741  Female  45            0             0          Yes Self-employed
## 7742  Female  39            0             0          Yes       Private
## 7744  Female  54            0             0          Yes       Private
## 7745    Male  47            0             0          Yes      Govt_job
## 7746    Male  51            0             0          Yes       Private
## 7747    Male  30            0             0          Yes       Private
## 7749    Male  15            0             0           No       Private
## 7750    Male  10            0             0           No      children
## 7751  Female  59            0             0          Yes      Govt_job
## 7752  Female  22            0             0           No      Govt_job
## 7754  Female  36            0             0           No       Private
## 7756    Male  11            0             0           No      children
## 7758  Female  64            0             0          Yes       Private
## 7759    Male  82            1             1           No       Private
## 7760    Male  44            0             0          Yes       Private
## 7761    Male  24            0             0          Yes       Private
## 7763  Female  53            0             0          Yes       Private
## 7764  Female  51            0             0           No       Private
## 7765  Female  51            1             0          Yes      Govt_job
## 7766  Female  67            0             0          Yes       Private
## 7768  Female  60            1             0          Yes       Private
## 7769    Male  58            0             0          Yes       Private
## 7771    Male  67            1             0          Yes      Govt_job
## 7774  Female  81            0             0           No       Private
## 7776  Female  47            0             0          Yes       Private
## 7777  Female  78            0             0          Yes Self-employed
## 7778    Male  64            0             0          Yes Self-employed
## 7780  Female  29            0             0           No       Private
## 7781  Female  62            0             0           No       Private
## 7782  Female  64            1             0          Yes      Govt_job
## 7783  Female  17            0             0           No       Private
## 7787    Male  72            0             0          Yes       Private
## 7789    Male  49            0             0          Yes       Private
## 7790    Male  69            1             0           No       Private
## 7791  Female  56            1             0          Yes       Private
## 7792  Female  37            0             0          Yes       Private
## 7793  Female  23            0             0           No       Private
## 7796    Male  20            0             0          Yes       Private
## 7797  Female  78            0             0          Yes       Private
## 7798  Female  29            0             0          Yes       Private
## 7799    Male  62            0             0          Yes       Private
## 7800    Male  82            0             1          Yes       Private
## 7801  Female  68            0             0          Yes       Private
## 7802    Male  27            0             0           No       Private
## 7803    Male  69            0             0          Yes       Private
## 7804  Female  31            0             0          Yes Self-employed
## 7807    Male  81            0             0          Yes       Private
## 7810    Male  44            0             0          Yes Self-employed
## 7813    Male  18            0             0           No       Private
## 7816    Male  82            0             0           No Self-employed
## 7817  Female  75            1             0          Yes       Private
## 7819  Female  81            1             0          Yes       Private
## 7820    Male  79            0             0          Yes Self-employed
## 7822    Male  71            0             0          Yes Self-employed
## 7823  Female  49            0             0          Yes       Private
## 7825  Female  58            0             0          Yes      Govt_job
## 7826  Female  24            0             0           No       Private
## 7827  Female  34            0             0           No       Private
## 7828  Female  30            0             0          Yes       Private
## 7830    Male  16            0             0           No      children
## 7832    Male  59            0             0           No Self-employed
## 7833    Male  47            0             0          Yes      Govt_job
## 7834  Female  34            0             0           No       Private
## 7836    Male  46            0             0          Yes       Private
## 7838    Male  62            0             0          Yes       Private
## 7842  Female  19            0             0           No      Govt_job
## 7843  Female  58            0             0          Yes       Private
## 7846    Male  17            0             0           No       Private
## 7847    Male  77            0             1          Yes      Govt_job
## 7848  Female  66            0             1          Yes Self-employed
## 7852  Female  47            0             0          Yes       Private
## 7853  Female  69            0             0          Yes       Private
## 7855  Female  75            0             0          Yes Self-employed
## 7856  Female  54            1             0          Yes       Private
## 7859    Male  47            0             0           No       Private
## 7860    Male  62            1             0          Yes       Private
## 7861  Female  45            0             0          Yes Self-employed
## 7863  Female  45            0             0          Yes Self-employed
## 7864  Female  64            0             0          Yes       Private
## 7866  Female  25            0             0          Yes      Govt_job
## 7867  Female  48            1             0          Yes       Private
## 7868  Female  39            0             0          Yes       Private
## 7869    Male  57            0             0          Yes       Private
## 7871    Male  41            0             0          Yes      Govt_job
## 7872    Male  18            0             0           No       Private
## 7873    Male  57            0             0          Yes       Private
## 7876  Female  42            0             0          Yes Self-employed
## 7877    Male  49            0             0          Yes Self-employed
## 7878    Male  69            1             0          Yes Self-employed
## 7879  Female  75            0             0          Yes Self-employed
## 7881  Female  29            0             0          Yes       Private
## 7882  Female  38            0             0          Yes      Govt_job
## 7883  Female  57            0             0          Yes       Private
## 7884  Female  37            0             0          Yes       Private
## 7886  Female  70            0             0          Yes      Govt_job
## 7888    Male  61            1             0          Yes       Private
## 7889  Female  38            0             0          Yes       Private
## 7890  Female  61            1             0          Yes       Private
## 7891  Female  61            0             0          Yes       Private
## 7892  Female  53            0             0          Yes Self-employed
## 7893  Female  25            0             0          Yes       Private
## 7894  Female  81            0             0          Yes       Private
## 7897  Female  77            0             0          Yes       Private
## 7898    Male  69            0             0          Yes       Private
## 7899  Female  57            0             0          Yes       Private
## 7900  Female  32            0             0          Yes       Private
## 7901  Female  21            0             0           No       Private
## 7902  Female  50            0             0          Yes       Private
## 7903    Male  19            0             0           No       Private
## 7904  Female  39            0             0          Yes      Govt_job
## 7905    Male  16            0             0           No       Private
## 7906  Female  68            1             0          Yes Self-employed
## 7908    Male  51            0             0          Yes      Govt_job
## 7909    Male  43            0             0          Yes       Private
## 7910    Male  34            1             0          Yes       Private
## 7912  Female  77            0             0          Yes Self-employed
## 7913  Female  69            0             0          Yes       Private
## 7914  Female  35            0             0           No      Govt_job
## 7916  Female  69            0             0          Yes Self-employed
## 7918    Male  65            0             0          Yes       Private
## 7919    Male  24            0             0           No       Private
## 7920  Female  59            0             0          Yes Self-employed
## 7921    Male  23            0             0           No       Private
## 7922    Male  37            0             0          Yes Self-employed
## 7923  Female  32            0             0          Yes       Private
## 7924    Male  23            0             0           No       Private
## 7926    Male  20            0             0           No       Private
## 7927    Male  38            0             0          Yes       Private
## 7928    Male  60            0             1          Yes       Private
## 7930    Male  14            0             0           No      children
## 7932  Female  28            0             0          Yes       Private
## 7933  Female  32            0             0           No      Govt_job
## 7934  Female  31            0             0          Yes       Private
## 7936  Female  64            0             0          Yes       Private
## 7937    Male  24            0             0           No       Private
## 7939    Male  50            0             0          Yes       Private
## 7941  Female  60            0             0          Yes       Private
## 7942    Male  80            1             0          Yes Self-employed
## 7943  Female  39            0             0           No      Govt_job
## 7945  Female  45            1             0          Yes       Private
## 7946  Female  52            0             0          Yes       Private
## 7947  Female  66            1             0          Yes       Private
## 7948    Male  52            0             0          Yes       Private
## 7949  Female  64            0             0          Yes       Private
## 7950    Male  29            0             0           No       Private
## 7952  Female  19            0             0           No       Private
## 7953  Female  78            0             0           No       Private
## 7954  Female  40            0             0          Yes       Private
## 7956    Male  62            0             1          Yes Self-employed
## 7957  Female  27            0             0           No       Private
## 7958    Male  28            0             0          Yes       Private
## 7959  Female  74            0             0          Yes       Private
## 7960  Female  63            0             0          Yes       Private
## 7963    Male  70            0             0          Yes       Private
## 7964  Female  42            0             0          Yes       Private
## 7966    Male  74            0             0          Yes Self-employed
## 7967    Male  44            0             0          Yes       Private
## 7968  Female  39            0             0           No       Private
## 7969    Male  40            0             0          Yes       Private
## 7972  Female  71            1             0          Yes Self-employed
## 7973    Male  37            0             0          Yes       Private
## 7974    Male  15            0             0           No       Private
## 7975  Female  24            0             0           No      Govt_job
## 7977  Female  66            0             0          Yes       Private
## 7979    Male  57            0             1          Yes      Govt_job
## 7980    Male  32            0             0          Yes       Private
## 7981    Male  62            0             0           No       Private
## 7982    Male  65            0             0          Yes       Private
## 7983  Female  32            0             0          Yes       Private
## 7984  Female  78            0             0          Yes       Private
## 7986  Female  71            0             0          Yes      Govt_job
## 7988    Male  32            0             0          Yes      Govt_job
## 7992  Female  32            0             0           No       Private
## 7995  Female  25            0             0           No       Private
## 7998    Male  51            0             0          Yes Self-employed
## 7999  Female  15            0             0           No Self-employed
## 8000  Female  53            0             0          Yes      Govt_job
## 8001    Male  56            0             0          Yes      Govt_job
## 8002    Male  72            0             0          Yes Self-employed
## 8004    Male  70            0             0          Yes Self-employed
## 8005    Male  50            0             0           No       Private
## 8007  Female  33            0             0           No      Govt_job
## 8008    Male  59            1             1          Yes       Private
## 8010    Male  60            0             0          Yes       Private
## 8011    Male  18            0             0           No       Private
## 8012  Female  53            0             0          Yes Self-employed
## 8014    Male  58            0             1          Yes Self-employed
## 8015  Female  45            0             0          Yes       Private
## 8018  Female  15            0             0           No  Never_worked
## 8019    Male  45            0             0          Yes       Private
## 8020  Female  79            0             0          Yes Self-employed
## 8021    Male  43            0             0          Yes      Govt_job
## 8022  Female  17            0             0           No       Private
## 8024  Female  71            0             0          Yes       Private
## 8026    Male  48            0             0          Yes       Private
## 8028  Female  76            0             0          Yes Self-employed
## 8029  Female  67            0             0          Yes Self-employed
## 8030    Male  53            0             0          Yes       Private
## 8031  Female  31            0             0           No      Govt_job
## 8032  Female  44            0             0           No Self-employed
## 8033  Female  52            0             1          Yes       Private
## 8034  Female  29            0             0          Yes       Private
## 8035    Male  72            0             0          Yes Self-employed
## 8036    Male  50            0             0           No       Private
## 8037  Female  60            0             0          Yes       Private
## 8038    Male  76            0             0          Yes       Private
## 8039  Female  36            0             0          Yes       Private
## 8041    Male  68            1             0          Yes       Private
## 8042    Male  20            0             0           No       Private
## 8043    Male  35            0             0           No      Govt_job
## 8044  Female  50            0             0          Yes Self-employed
## 8045    Male  24            0             0          Yes       Private
## 8046    Male  36            0             0          Yes       Private
## 8048  Female  60            0             0          Yes Self-employed
## 8050    Male  60            1             0           No       Private
## 8051    Male  63            0             0          Yes       Private
## 8052  Female  41            0             0          Yes       Private
## 8054  Female  65            1             0          Yes       Private
## 8055  Female  58            0             0          Yes       Private
## 8056    Male  65            1             1          Yes       Private
## 8057  Female  31            0             0           No       Private
## 8058  Female  71            0             0          Yes Self-employed
## 8059  Female  38            0             0          Yes       Private
## 8061    Male  78            1             0          Yes       Private
## 8062    Male  72            0             1          Yes       Private
## 8063  Female  65            0             0          Yes       Private
## 8064  Female  24            0             0          Yes       Private
## 8065  Female  31            0             0           No Self-employed
## 8067    Male  52            0             0          Yes      Govt_job
## 8069    Male  40            0             0          Yes      Govt_job
## 8070    Male  60            0             0          Yes       Private
## 8071  Female  67            1             0          Yes      Govt_job
## 8072  Female  39            0             0           No       Private
## 8074  Female  70            1             0          Yes       Private
## 8076  Female  58            0             0          Yes       Private
## 8077  Female  20            0             0          Yes       Private
## 8078    Male  79            0             1          Yes      Govt_job
## 8079  Female  75            0             0          Yes Self-employed
## 8081  Female  26            0             0           No       Private
## 8082  Female  72            0             0          Yes       Private
## 8084  Female  71            1             0          Yes       Private
## 8086    Male  24            0             0           No       Private
## 8087  Female  59            0             0          Yes       Private
## 8089    Male  57            0             0          Yes       Private
## 8090    Male  69            0             0          Yes Self-employed
## 8092  Female  60            0             0          Yes       Private
## 8093  Female  51            0             0          Yes       Private
## 8094  Female  54            0             0          Yes Self-employed
## 8096  Female  43            0             0          Yes       Private
## 8097  Female  63            0             0          Yes       Private
## 8098  Female  32            0             0           No       Private
## 8099    Male  66            1             0          Yes       Private
## 8101  Female  60            0             0          Yes       Private
## 8102  Female  54            0             0          Yes       Private
## 8104  Female  29            0             0           No       Private
## 8105    Male  56            0             0          Yes       Private
## 8106  Female  44            0             0          Yes       Private
## 8108  Female  57            0             0          Yes       Private
## 8111  Female  22            0             0           No       Private
## 8112  Female  35            0             0          Yes       Private
## 8113  Female  59            0             0          Yes       Private
## 8114    Male  17            0             0           No       Private
## 8117  Female  43            0             0          Yes       Private
## 8118    Male  43            0             0          Yes Self-employed
## 8119  Female  63            1             0          Yes       Private
## 8120  Female  64            0             0          Yes       Private
## 8121  Female  14            0             0           No       Private
## 8122    Male  40            0             0          Yes Self-employed
## 8123  Female  35            0             0          Yes       Private
## 8124  Female  77            0             0          Yes       Private
## 8125  Female  27            0             0          Yes       Private
## 8126    Male  42            0             0           No      Govt_job
## 8127  Female  55            0             0          Yes      Govt_job
## 8128  Female  82            0             0          Yes Self-employed
## 8129    Male  27            0             0          Yes       Private
## 8131  Female  62            0             0          Yes Self-employed
## 8133    Male  49            0             0          Yes Self-employed
## 8134  Female  33            0             0           No       Private
## 8135  Female  71            0             0          Yes       Private
## 8136  Female  55            0             0          Yes       Private
## 8137    Male  56            0             0          Yes       Private
## 8139  Female  51            0             0          Yes       Private
## 8141  Female  76            0             0          Yes       Private
## 8142    Male  40            0             0           No       Private
## 8143    Male  46            1             0          Yes Self-employed
## 8144    Male  47            0             0          Yes       Private
## 8146  Female  55            0             0          Yes Self-employed
## 8151    Male  60            1             0          Yes Self-employed
## 8152    Male  49            0             0          Yes       Private
## 8153  Female  29            0             0           No       Private
## 8157  Female  33            0             0          Yes       Private
## 8159  Female  28            0             0          Yes       Private
## 8160  Female  75            0             0          Yes Self-employed
## 8161  Female  41            1             0           No       Private
## 8163  Female  21            0             0           No       Private
## 8164    Male  30            0             0           No       Private
## 8165  Female  81            0             0          Yes Self-employed
## 8167    Male  62            0             0          Yes       Private
## 8168  Female  52            0             0          Yes Self-employed
## 8169    Male  57            0             0          Yes       Private
## 8171    Male  68            1             0          Yes       Private
## 8174    Male  58            0             0          Yes      Govt_job
## 8175  Female  55            0             0          Yes       Private
## 8178  Female  79            0             0          Yes Self-employed
## 8180  Female  32            0             0          Yes       Private
## 8181  Female  57            0             0          Yes       Private
## 8183  Female  28            0             0           No       Private
## 8184    Male  11            0             0           No      children
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## 8187  Female  38            0             0          Yes       Private
## 8188  Female  28            0             0           No       Private
## 8189    Male  82            0             0           No       Private
## 8190  Female  45            0             0          Yes       Private
## 8192  Female  37            0             0           No       Private
## 8193  Female  56            0             0          Yes      Govt_job
## 8196  Female  35            1             0           No       Private
## 8198    Male  40            0             0          Yes Self-employed
## 8199    Male  67            0             0          Yes Self-employed
## 8200  Female  67            0             0          Yes      Govt_job
## 8201    Male  67            0             0          Yes Self-employed
## 8202  Female  34            0             0          Yes      Govt_job
## 8203  Female  28            0             0           No       Private
## 8204  Female  24            0             0          Yes      Govt_job
## 8205  Female  76            0             0          Yes Self-employed
## 8206    Male  51            0             0          Yes       Private
## 8207    Male  53            1             0          Yes      Govt_job
## 8208  Female  43            1             0          Yes       Private
## 8210  Female  65            0             0          Yes      Govt_job
## 8211  Female  27            0             0           No       Private
## 8215  Female  56            0             0          Yes       Private
## 8218    Male  79            0             0          Yes       Private
## 8219  Female  73            1             0          Yes       Private
## 8220    Male  76            1             0          Yes Self-employed
## 8221  Female  62            1             1          Yes Self-employed
## 8222  Female  60            1             1          Yes       Private
## 8223  Female  43            0             0          Yes       Private
## 8225    Male  21            0             0           No       Private
## 8226  Female  37            0             0          Yes       Private
## 8227  Female  44            0             0          Yes       Private
## 8228  Female  39            0             0          Yes       Private
## 8230  Female  19            0             0           No       Private
## 8231  Female  39            0             0          Yes       Private
## 8232  Female  22            0             0           No       Private
## 8233  Female  31            0             0          Yes       Private
## 8234    Male  37            0             0          Yes      Govt_job
## 8235    Male  23            0             0          Yes       Private
## 8237  Female  79            0             0          Yes       Private
## 8238  Female  48            0             0          Yes       Private
## 8239    Male  45            0             0          Yes Self-employed
## 8243    Male  43            1             0           No Self-employed
## 8244  Female  16            0             0           No      Govt_job
## 8247  Female  34            0             0          Yes       Private
## 8248  Female  39            0             0          Yes       Private
## 8251    Male  61            0             0          Yes       Private
## 8252  Female  51            1             0          Yes      Govt_job
## 8253    Male  23            0             0           No       Private
## 8254  Female  33            0             0          Yes       Private
## 8255    Male  15            0             0           No       Private
## 8256  Female  58            1             0          Yes       Private
## 8257    Male  78            0             0          Yes       Private
## 8259  Female  24            0             0          Yes       Private
## 8260  Female  64            0             0          Yes       Private
## 8261  Female  56            0             0          Yes       Private
## 8262  Female  59            0             0          Yes Self-employed
## 8263  Female  19            0             0           No       Private
## 8264  Female  47            0             0           No       Private
## 8267  Female  77            1             0          Yes       Private
## 8268    Male  80            1             0          Yes Self-employed
## 8269  Female  34            0             0          Yes       Private
## 8272    Male  47            0             0          Yes Self-employed
## 8277  Female  70            1             0          Yes       Private
## 8279  Female  58            0             0          Yes Self-employed
## 8280  Female  18            0             0           No       Private
## 8284  Female  59            0             0          Yes      Govt_job
## 8285    Male  47            0             0          Yes       Private
## 8291    Male  60            1             1          Yes Self-employed
## 8292    Male  53            1             0          Yes       Private
## 8293  Female  19            0             0           No       Private
## 8294    Male  57            1             0          Yes      Govt_job
## 8296  Female  38            0             0          Yes Self-employed
## 8298  Female  57            0             0          Yes      Govt_job
## 8300  Female  63            0             0          Yes       Private
## 8301  Female  44            0             0           No       Private
## 8302  Female  49            0             0          Yes Self-employed
## 8303    Male  64            0             1          Yes       Private
## 8305    Male  30            0             0           No       Private
## 8306  Female  42            0             0           No       Private
## 8307    Male  70            0             0          Yes      Govt_job
## 8308  Female  12            0             0           No      children
## 8309  Female  52            1             0          Yes Self-employed
## 8310  Female  70            0             0          Yes       Private
## 8311    Male  41            0             0          Yes       Private
## 8312  Female  30            0             0           No       Private
## 8313    Male  54            0             0          Yes Self-employed
## 8314  Female  80            0             1          Yes      Govt_job
## 8316    Male  65            0             1          Yes       Private
## 8318    Male  54            1             0          Yes       Private
## 8320  Female  34            0             0           No       Private
## 8321    Male  53            0             0          Yes       Private
## 8322    Male  40            0             0          Yes Self-employed
## 8324    Male  63            1             0          Yes       Private
## 8326  Female  78            0             0           No       Private
## 8327    Male  45            0             0          Yes       Private
## 8328  Female  54            0             0          Yes       Private
## 8329    Male  20            0             0           No       Private
## 8330  Female  23            0             0           No       Private
## 8333    Male  76            0             0           No Self-employed
## 8334  Female  51            1             0          Yes Self-employed
## 8337  Female  44            1             0          Yes       Private
## 8338    Male  26            0             0           No       Private
## 8341  Female  61            0             0          Yes      Govt_job
## 8343  Female  52            0             0          Yes       Private
## 8344    Male  37            0             0          Yes       Private
## 8345  Female  67            0             0          Yes       Private
## 8346    Male  40            0             0          Yes       Private
## 8349  Female  31            0             0          Yes       Private
## 8350  Female  74            0             0          Yes      Govt_job
## 8351    Male  39            0             0          Yes       Private
## 8353    Male  71            0             0          Yes      Govt_job
## 8355  Female  36            0             0           No       Private
## 8356  Female  49            1             1          Yes       Private
## 8359  Female  65            0             0          Yes       Private
## 8364    Male  28            0             0           No       Private
## 8366  Female  54            0             0          Yes       Private
## 8367  Female  26            0             0           No       Private
## 8368  Female  37            0             0          Yes       Private
## 8369  Female  66            0             0          Yes       Private
## 8370  Female  27            0             0           No Self-employed
## 8371    Male  72            0             0          Yes       Private
## 8372  Female  18            0             0           No       Private
## 8373  Female  27            0             0           No       Private
## 8375  Female  29            0             0          Yes      Govt_job
## 8376  Female  42            0             0          Yes       Private
## 8377  Female  65            0             1          Yes       Private
## 8378    Male  30            0             0          Yes       Private
## 8380  Female  80            0             0          Yes Self-employed
## 8383    Male  48            0             0          Yes Self-employed
## 8384  Female  64            0             0          Yes       Private
## 8385    Male  72            0             1          Yes       Private
## 8386    Male  35            0             0           No       Private
## 8387  Female  22            0             0          Yes       Private
## 8388  Female  56            0             0          Yes      Govt_job
## 8389    Male  67            0             1          Yes      Govt_job
## 8391  Female  37            0             0          Yes       Private
## 8392  Female  42            0             0          Yes Self-employed
## 8395    Male  78            0             0          Yes       Private
## 8396    Male  42            1             0          Yes Self-employed
## 8397  Female  20            0             0           No       Private
## 8398  Female  37            0             0           No       Private
## 8400  Female  17            0             0           No       Private
## 8401  Female  28            0             0          Yes       Private
## 8402  Female  20            0             0          Yes       Private
## 8403  Female  62            0             0          Yes       Private
## 8404  Female  55            0             0          Yes       Private
## 8406  Female  43            0             0          Yes       Private
## 8407  Female  65            0             0          Yes       Private
## 8408  Female  73            1             0          Yes Self-employed
## 8409  Female  19            0             0           No       Private
## 8411    Male  39            0             0          Yes       Private
## 8412    Male  52            0             0          Yes Self-employed
## 8413  Female  56            0             0          Yes       Private
## 8414  Female  10            0             0           No      children
## 8416  Female  80            0             0          Yes      Govt_job
## 8418    Male  36            0             0          Yes       Private
## 8419    Male  62            0             0          Yes       Private
## 8420  Female  74            0             0          Yes Self-employed
## 8421    Male  79            0             1          Yes       Private
## 8422  Female  17            0             0           No       Private
## 8423    Male  82            0             1          Yes      Govt_job
## 8424    Male  15            0             0           No  Never_worked
## 8425  Female  58            1             0          Yes       Private
## 8426  Female  36            0             0          Yes       Private
## 8429    Male  57            0             0          Yes       Private
## 8430    Male  70            0             0          Yes       Private
## 8432  Female  59            0             0          Yes       Private
## 8433    Male  57            0             0          Yes Self-employed
## 8434  Female  38            0             0          Yes Self-employed
## 8436    Male  43            0             0          Yes      Govt_job
## 8438    Male  19            0             0           No       Private
## 8439  Female  46            0             0          Yes       Private
## 8441    Male  45            0             0          Yes      Govt_job
## 8442    Male  51            0             0          Yes       Private
## 8443    Male  58            0             0          Yes      Govt_job
## 8444  Female  44            0             0          Yes       Private
## 8445    Male  32            1             0          Yes       Private
## 8447    Male  23            0             0           No      Govt_job
## 8448  Female  74            0             0          Yes Self-employed
## 8449  Female  39            0             0          Yes      Govt_job
## 8451  Female  70            0             1          Yes Self-employed
## 8453  Female  23            0             0           No       Private
## 8455  Female  52            0             0          Yes       Private
## 8456    Male  12            0             0           No      children
## 8457    Male  64            0             0          Yes       Private
## 8458    Male  48            1             0          Yes       Private
## 8460  Female  59            0             0          Yes       Private
## 8461    Male  39            0             0          Yes       Private
## 8462  Female  39            0             0          Yes       Private
## 8463    Male  54            0             0           No       Private
## 8464  Female  46            0             0          Yes       Private
## 8465  Female  16            0             0           No  Never_worked
## 8466  Female  18            0             0           No       Private
## 8468    Male  14            0             0           No       Private
## 8470  Female  62            0             0          Yes       Private
## 8472  Female  26            0             0           No       Private
## 8473    Male  61            1             0          Yes       Private
## 8475    Male  55            0             1          Yes       Private
## 8476  Female  58            0             0          Yes       Private
## 8477  Female  26            0             0          Yes       Private
## 8478    Male  41            0             0          Yes       Private
## 8480    Male  22            0             0           No       Private
## 8482  Female  51            0             0          Yes Self-employed
## 8483    Male  58            0             0          Yes       Private
## 8484    Male  81            0             0          Yes Self-employed
## 8487  Female  38            0             0          Yes       Private
## 8488  Female  48            0             0          Yes       Private
## 8489  Female  34            0             0           No       Private
## 8490  Female  71            0             0          Yes Self-employed
## 8491    Male  63            0             0          Yes       Private
## 8492    Male  64            1             0          Yes      Govt_job
## 8494  Female  36            0             0          Yes      Govt_job
## 8495    Male  56            0             0          Yes       Private
## 8496  Female  56            0             0          Yes       Private
## 8497  Female  78            0             0          Yes      Govt_job
## 8502    Male  54            1             0          Yes       Private
## 8504  Female  26            0             0           No      Govt_job
## 8506    Male  14            0             0           No      children
## 8508    Male  23            0             0          Yes       Private
## 8510    Male  42            0             0          Yes       Private
## 8511  Female  45            0             0          Yes      Govt_job
## 8512  Female  79            0             0          Yes Self-employed
## 8513    Male  68            0             0          Yes Self-employed
## 8514    Male  20            0             0           No       Private
## 8515  Female  51            0             0          Yes       Private
## 8516  Female  49            0             0          Yes       Private
## 8517    Male  52            1             0          Yes       Private
## 8520  Female  16            0             0           No       Private
## 8521  Female  55            0             0          Yes       Private
## 8525    Male  78            0             0          Yes       Private
## 8526  Female  48            0             0          Yes      Govt_job
## 8527    Male  33            0             0          Yes       Private
## 8528  Female  55            1             0          Yes      Govt_job
## 8529    Male  28            0             0          Yes Self-employed
## 8531    Male  53            1             0          Yes Self-employed
## 8534    Male  35            0             0          Yes       Private
## 8536  Female  35            0             0           No       Private
## 8539    Male  30            0             0           No Self-employed
## 8541    Male  23            0             0           No       Private
## 8542  Female  26            0             0           No       Private
## 8545  Female  60            0             0          Yes Self-employed
## 8547  Female  17            0             0           No       Private
## 8549  Female  24            0             0           No Self-employed
## 8550  Female  59            0             0          Yes       Private
## 8552    Male  67            1             0          Yes Self-employed
## 8553  Female  27            0             0          Yes       Private
## 8554    Male  54            0             0          Yes Self-employed
## 8555  Female  59            0             0          Yes       Private
## 8556  Female  24            0             0           No       Private
## 8557  Female  24            0             0           No       Private
## 8560    Male  52            0             0          Yes       Private
## 8562  Female  71            0             0          Yes       Private
## 8563  Female  49            0             0          Yes       Private
## 8564  Female  37            0             0          Yes       Private
## 8565  Female  38            0             0          Yes       Private
## 8566    Male  31            0             0           No       Private
## 8567  Female  81            1             0           No Self-employed
## 8570  Female  29            0             0          Yes       Private
## 8571  Female  36            0             0          Yes       Private
## 8572    Male  55            0             0          Yes       Private
## 8573    Male  75            0             1          Yes       Private
## 8574  Female  67            0             0          Yes Self-employed
## 8575    Male  40            0             0          Yes       Private
## 8576  Female  23            0             0           No       Private
## 8577    Male  46            0             0          Yes      Govt_job
## 8578  Female  74            1             0          Yes       Private
## 8580  Female  39            0             0          Yes       Private
## 8582  Female  18            0             0           No       Private
## 8583  Female  12            0             0           No      children
## 8584    Male  38            0             0          Yes       Private
## 8586    Male  70            1             0          Yes Self-employed
## 8588  Female  59            1             0          Yes       Private
## 8591  Female  49            0             0          Yes       Private
## 8593    Male  81            0             0          Yes Self-employed
## 8594    Male  47            0             0          Yes       Private
## 8596    Male  46            0             0          Yes       Private
## 8597  Female  37            0             0          Yes       Private
## 8598  Female  64            0             0           No       Private
## 8600  Female  18            0             0           No       Private
## 8601    Male  64            0             0          Yes Self-employed
## 8602    Male  53            0             0          Yes       Private
## 8603    Male  57            0             0          Yes       Private
## 8604    Male  36            0             0          Yes       Private
## 8605  Female  48            0             0          Yes       Private
## 8606  Female  27            0             0           No       Private
## 8607    Male  35            0             0          Yes       Private
## 8608  Female  33            0             0          Yes       Private
## 8609  Female  47            0             0           No       Private
## 8610  Female  69            1             1           No Self-employed
## 8612  Female  62            0             0           No       Private
## 8613    Male  33            0             0          Yes       Private
## 8614    Male  74            0             0          Yes       Private
## 8615  Female  75            0             0           No       Private
## 8616    Male  64            0             0          Yes      Govt_job
## 8617    Male  23            0             0           No      Govt_job
## 8618    Male  28            0             0           No       Private
## 8619  Female  49            0             0          Yes       Private
## 8622    Male  54            0             0          Yes       Private
## 8623    Male  77            0             0          Yes Self-employed
## 8624  Female  56            0             0          Yes       Private
## 8626  Female  52            0             0          Yes       Private
## 8628  Female  72            1             0          Yes       Private
## 8629  Female  65            0             0          Yes       Private
## 8630  Female  58            0             0           No       Private
## 8631  Female  73            0             0          Yes Self-employed
## 8633  Female  33            0             0           No       Private
## 8634  Female  82            0             0          Yes       Private
## 8635    Male  40            0             0          Yes       Private
## 8636  Female  63            0             0          Yes       Private
## 8637  Female  20            0             0           No       Private
## 8639    Male  69            0             0          Yes       Private
## 8640    Male  59            0             0          Yes      Govt_job
## 8641  Female  74            0             0          Yes       Private
## 8642  Female  20            0             0           No       Private
## 8643    Male  55            1             0          Yes       Private
## 8644  Female  35            0             0          Yes       Private
## 8645  Female  63            1             0          Yes Self-employed
## 8646    Male  59            0             0          Yes       Private
## 8647  Female  34            0             0          Yes       Private
## 8648    Male  47            0             0          Yes       Private
## 8649  Female  35            0             0           No Self-employed
## 8652  Female  68            0             1          Yes       Private
## 8653  Female  82            1             0          Yes Self-employed
## 8656  Female  80            1             0          Yes       Private
## 8657  Female  65            1             0          Yes       Private
## 8661    Male  39            0             0          Yes       Private
## 8662    Male  17            0             0           No       Private
## 8663  Female  55            0             0          Yes Self-employed
## 8664  Female  70            0             0          Yes Self-employed
## 8665    Male  31            1             0          Yes       Private
## 8666  Female  18            0             0           No       Private
## 8668    Male  66            0             1          Yes Self-employed
## 8670    Male  44            0             0          Yes      Govt_job
## 8673  Female  50            0             0          Yes Self-employed
## 8674  Female  72            0             1          Yes       Private
## 8675  Female  14            0             0           No       Private
## 8676  Female  51            0             0          Yes Self-employed
## 8677  Female  13            0             0           No      children
## 8678  Female  30            0             0          Yes      Govt_job
## 8679  Female  50            0             0          Yes       Private
## 8684    Male  25            0             0           No Self-employed
## 8686    Male  66            0             0          Yes Self-employed
## 8687  Female  49            0             0          Yes      Govt_job
## 8688    Male  78            0             1          Yes Self-employed
## 8691  Female  61            1             0          Yes       Private
## 8693  Female  51            0             0          Yes       Private
## 8695  Female  53            0             0          Yes       Private
## 8697  Female  25            0             0           No       Private
## 8698    Male  40            0             0          Yes       Private
## 8699  Female  37            0             0          Yes Self-employed
## 8700    Male  78            1             0          Yes       Private
## 8701    Male  40            0             0          Yes       Private
## 8702  Female  19            0             0           No       Private
## 8704  Female  38            0             0          Yes      Govt_job
## 8705  Female  55            0             0          Yes Self-employed
## 8706  Female  39            0             0          Yes       Private
## 8708    Male  74            1             1          Yes       Private
## 8711    Male  21            0             0          Yes       Private
## 8712    Male  66            0             0          Yes       Private
## 8715  Female  41            0             0          Yes       Private
## 8718  Female  43            0             0          Yes       Private
## 8721    Male  14            0             0           No       Private
## 8722    Male  26            1             0          Yes      Govt_job
## 8723  Female  37            0             0          Yes      Govt_job
## 8726  Female  54            0             0           No      Govt_job
## 8727    Male  61            1             0          Yes Self-employed
## 8729  Female  81            0             0          Yes Self-employed
## 8731    Male  65            0             0          Yes Self-employed
## 8733    Male  56            0             1          Yes       Private
## 8735  Female  70            0             0          Yes       Private
## 8738    Male  53            1             0          Yes       Private
## 8742    Male  43            0             0           No       Private
## 8744    Male  66            0             0          Yes       Private
## 8745    Male  70            1             1          Yes       Private
## 8748  Female  20            0             0           No       Private
## 8750    Male  37            0             0          Yes       Private
## 8751    Male  72            0             0          Yes      Govt_job
## 8754  Female  50            0             0          Yes      Govt_job
## 8755    Male  17            0             0           No       Private
## 8756  Female  63            0             0          Yes       Private
## 8757    Male  27            0             0          Yes       Private
## 8758    Male  20            0             0           No       Private
## 8762    Male  57            0             0          Yes Self-employed
## 8763  Female  63            1             0          Yes       Private
## 8764  Female  37            0             0           No      Govt_job
## 8765  Female  29            0             0          Yes       Private
## 8768  Female  78            0             0          Yes       Private
## 8769    Male  38            0             0           No       Private
## 8770  Female  68            0             0          Yes      Govt_job
## 8773    Male  56            0             0          Yes       Private
## 8774    Male  67            0             0           No Self-employed
## 8775  Female  37            0             0          Yes       Private
## 8776    Male  64            0             0           No       Private
## 8777  Female  50            0             0          Yes       Private
## 8778  Female  31            0             0          Yes       Private
## 8779    Male  24            0             0           No       Private
## 8780  Female  44            1             0          Yes       Private
## 8781  Female  53            0             0          Yes      Govt_job
## 8782  Female  39            0             0          Yes       Private
## 8783  Female  44            0             0          Yes       Private
## 8789  Female  32            0             0           No       Private
## 8790    Male  69            0             0          Yes       Private
## 8791    Male  46            0             0          Yes      Govt_job
## 8792    Male  73            0             0          Yes Self-employed
## 8793  Female  75            0             0          Yes       Private
## 8796  Female  75            1             0          Yes       Private
## 8797  Female  20            0             0           No       Private
## 8799  Female  62            0             0          Yes      Govt_job
## 8800    Male  68            0             0          Yes Self-employed
## 8802  Female  58            0             1          Yes      Govt_job
## 8803  Female  54            0             0          Yes      Govt_job
## 8804  Female  61            1             0          Yes       Private
## 8805  Female  28            0             0           No      Govt_job
## 8807  Female  57            1             0           No       Private
## 8809  Female  62            0             0          Yes       Private
## 8811    Male  50            0             1          Yes      Govt_job
## 8813  Female  29            0             0          Yes       Private
## 8815  Female  47            0             0          Yes       Private
## 8816  Female  72            0             0          Yes Self-employed
## 8818  Female  60            0             0          Yes       Private
## 8819    Male  44            1             0           No       Private
## 8820  Female  52            0             0          Yes       Private
## 8821    Male  33            0             0          Yes       Private
## 8824  Female  71            0             0          Yes       Private
## 8825  Female  53            0             0          Yes       Private
## 8827  Female  28            0             0           No       Private
## 8829  Female  39            0             0          Yes       Private
## 8831    Male  35            0             0          Yes       Private
## 8832    Male  43            0             0          Yes      Govt_job
## 8834  Female  54            0             0          Yes       Private
## 8835  Female  51            0             0          Yes       Private
## 8836  Female  57            1             0          Yes      Govt_job
## 8837    Male  65            0             0          Yes       Private
## 8839  Female  70            0             1          Yes       Private
## 8841    Male  49            0             0          Yes       Private
## 8842  Female  48            0             0          Yes Self-employed
## 8846  Female  55            0             0           No       Private
## 8849    Male  14            0             0           No      children
## 8850  Female  48            0             0          Yes       Private
## 8851  Female  32            0             0          Yes       Private
## 8852  Female  37            0             0          Yes      Govt_job
## 8853    Male  29            0             0          Yes       Private
## 8855    Male  77            0             0          Yes Self-employed
## 8858    Male  53            0             0           No       Private
## 8859  Female  35            0             0          Yes       Private
## 8861  Female  61            0             0          Yes Self-employed
## 8862  Female  31            0             0          Yes       Private
## 8863  Female  40            0             0          Yes       Private
## 8864  Female  34            0             0           No       Private
## 8865  Female  59            0             0          Yes      Govt_job
## 8866    Male  48            1             0          Yes Self-employed
## 8870    Male  25            0             0          Yes       Private
## 8871  Female  61            0             0          Yes       Private
## 8873    Male  74            0             0          Yes Self-employed
## 8874  Female  57            0             0          Yes       Private
## 8875  Female  41            0             0          Yes       Private
## 8876    Male  68            0             1          Yes       Private
## 8878  Female  28            0             0           No      Govt_job
## 8880    Male  56            0             0          Yes      Govt_job
## 8881    Male  22            0             0           No       Private
## 8882    Male  63            0             0          Yes Self-employed
## 8883    Male  49            0             0          Yes       Private
## 8884  Female  72            0             0          Yes      Govt_job
## 8885  Female  45            0             0          Yes      Govt_job
## 8886    Male  51            0             0          Yes       Private
## 8887  Female  64            0             1           No       Private
## 8888    Male  53            0             0          Yes       Private
## 8889    Male  44            0             0          Yes      Govt_job
## 8891  Female  58            0             0          Yes       Private
## 8894  Female  48            0             0          Yes       Private
## 8896    Male  17            0             0           No       Private
## 8897    Male  59            0             0          Yes      Govt_job
## 8898  Female  31            0             0           No       Private
## 8899  Female  36            0             0           No       Private
## 8900  Female  72            1             0          Yes       Private
## 8901  Female  80            0             0          Yes Self-employed
## 8902  Female  58            0             0          Yes       Private
## 8903    Male  19            0             0           No       Private
## 8904  Female  18            0             0           No       Private
## 8907  Female  26            0             0           No       Private
## 8908  Female  47            0             0          Yes      Govt_job
## 8909  Female  55            0             0          Yes       Private
## 8910    Male  36            0             0          Yes       Private
## 8913  Female  62            1             0          Yes       Private
## 8914    Male  49            0             0          Yes       Private
## 8915  Female  80            0             1          Yes Self-employed
## 8917  Female  59            0             0           No       Private
## 8918  Female  22            0             0           No       Private
## 8920    Male  70            0             0          Yes Self-employed
## 8921  Female  46            0             0          Yes       Private
## 8923  Female  61            0             0          Yes      Govt_job
## 8924  Female  24            0             0           No       Private
## 8925  Female  24            0             0           No       Private
## 8927    Male  36            0             0           No       Private
## 8928    Male  47            0             0          Yes      Govt_job
## 8929  Female  47            0             0           No      Govt_job
## 8930  Female  69            0             0          Yes      Govt_job
## 8932  Female  64            0             0          Yes       Private
## 8933    Male  78            1             0          Yes Self-employed
## 8934    Male  30            0             0          Yes       Private
## 8935  Female  47            0             0          Yes       Private
## 8937  Female  40            0             0           No       Private
## 8938  Female  29            0             0           No      Govt_job
## 8940    Male  45            0             0          Yes       Private
## 8941  Female  30            0             0          Yes       Private
## 8944  Female  14            0             0           No      children
## 8946  Female  27            0             0          Yes       Private
## 8947  Female  38            0             0          Yes       Private
## 8949  Female  37            0             0          Yes Self-employed
## 8950  Female  28            0             0          Yes       Private
## 8952  Female  60            1             0          Yes      Govt_job
## 8953  Female  70            0             0          Yes       Private
## 8955    Male  23            0             0           No       Private
## 8956    Male  45            0             0          Yes       Private
## 8959    Male  50            1             0           No Self-employed
## 8960  Female  67            0             0          Yes       Private
## 8961  Female  45            1             0          Yes      Govt_job
## 8962  Female  46            0             0          Yes       Private
## 8963  Female  42            0             0          Yes       Private
## 8964    Male  64            1             0          Yes      Govt_job
## 8965    Male  70            0             0          Yes       Private
## 8966  Female  39            0             0          Yes       Private
## 8967    Male  59            0             1          Yes       Private
## 8969    Male  55            0             0          Yes Self-employed
## 8970  Female  56            0             0          Yes Self-employed
## 8971  Female  63            0             0          Yes       Private
## 8972  Female  37            0             0          Yes       Private
## 8973    Male  64            0             1           No Self-employed
## 8974  Female  61            0             0          Yes       Private
## 8975    Male  44            0             0          Yes       Private
## 8976    Male  21            0             0           No       Private
## 8977    Male  12            0             0           No      children
## 8978  Female  23            0             0           No       Private
## 8979  Female  71            1             0          Yes       Private
## 8982  Female  21            0             0          Yes       Private
## 8984  Female  36            0             0           No       Private
## 8986  Female  25            0             0          Yes Self-employed
## 8987    Male  17            0             0           No       Private
## 8988    Male  57            0             0           No      Govt_job
## 8990  Female  41            0             0          Yes Self-employed
## 8994  Female  47            0             0          Yes      Govt_job
## 8995  Female  63            1             0          Yes       Private
## 8996  Female  62            1             0          Yes       Private
## 9001  Female  45            0             0          Yes       Private
## 9002    Male  65            1             0          Yes       Private
## 9004    Male  31            0             0           No       Private
## 9005  Female  17            0             0           No       Private
## 9006  Female  49            0             0          Yes       Private
## 9007    Male  64            1             0          Yes Self-employed
## 9008    Male  20            0             0           No       Private
## 9009    Male  43            0             0          Yes       Private
## 9011  Female  42            0             0          Yes       Private
## 9012  Female  67            0             0          Yes       Private
## 9013  Female  33            0             0           No       Private
## 9014    Male  51            0             0          Yes      Govt_job
## 9015  Female  24            0             0           No       Private
## 9016    Male  52            0             0          Yes       Private
## 9017    Male  51            0             0          Yes      Govt_job
## 9018    Male  54            0             0          Yes       Private
## 9019  Female  32            0             0          Yes       Private
## 9020    Male  72            0             0          Yes       Private
## 9021    Male  49            0             0          Yes       Private
## 9022  Female  44            0             0          Yes Self-employed
## 9023    Male  19            0             0           No       Private
## 9024  Female  65            0             0          Yes       Private
## 9025    Male  47            0             0          Yes      Govt_job
## 9026    Male  71            0             0          Yes       Private
## 9027  Female  17            0             0           No       Private
## 9030  Female  35            0             0          Yes       Private
## 9033  Female  36            0             0           No       Private
## 9035  Female  67            0             0          Yes Self-employed
## 9037  Female  26            0             0           No       Private
## 9038  Female  75            0             1          Yes       Private
## 9042  Female  51            0             0           No       Private
## 9043    Male  51            0             0          Yes      Govt_job
## 9045  Female  54            0             0          Yes       Private
## 9047    Male  19            0             0           No       Private
## 9049  Female  36            0             0          Yes      Govt_job
## 9050  Female  51            0             0          Yes       Private
## 9051  Female  73            1             0          Yes Self-employed
## 9052  Female  27            0             0          Yes       Private
## 9053  Female  77            1             0          Yes      Govt_job
## 9054  Female  57            0             1          Yes       Private
## 9055  Female  35            0             0          Yes       Private
## 9057  Female  63            0             1          Yes Self-employed
## 9059  Female  62            0             0          Yes       Private
## 9060  Female  27            0             0          Yes       Private
## 9061  Female  74            1             0          Yes       Private
## 9062    Male  71            0             0          Yes       Private
## 9065  Female  61            0             0          Yes       Private
## 9066    Male  53            0             0          Yes      Govt_job
## 9068    Male  22            0             0           No       Private
## 9069  Female  59            0             0          Yes       Private
## 9070  Female  18            0             0           No       Private
## 9071  Female  29            0             0          Yes      Govt_job
## 9072    Male  80            0             1          Yes       Private
## 9073    Male  51            0             0          Yes Self-employed
## 9074  Female  25            0             0          Yes       Private
## 9075  Female  54            1             0          Yes       Private
## 9076  Female  43            0             0          Yes       Private
## 9077  Female  50            0             0          Yes Self-employed
## 9078  Female  73            1             0          Yes       Private
## 9079    Male  20            0             0           No       Private
## 9081  Female  44            0             0          Yes       Private
## 9082    Male  70            0             1          Yes      Govt_job
## 9083  Female  53            0             0          Yes      Govt_job
## 9084  Female  60            0             0          Yes       Private
## 9085  Female  56            0             1          Yes       Private
## 9087    Male  34            0             0          Yes      Govt_job
## 9088  Female  45            0             0           No       Private
## 9090    Male  60            0             0          Yes      Govt_job
## 9091    Male  46            0             0          Yes Self-employed
## 9092  Female  55            0             0          Yes Self-employed
## 9093    Male  50            0             0          Yes       Private
## 9095  Female  49            0             0          Yes       Private
## 9099    Male  30            0             0           No       Private
## 9100  Female  26            0             0           No       Private
## 9101  Female  42            0             0          Yes       Private
## 9102  Female  56            0             0          Yes Self-employed
## 9103  Female  49            0             0          Yes       Private
## 9104  Female  23            0             0           No       Private
## 9105  Female  67            0             0          Yes Self-employed
## 9106    Male  57            0             0          Yes       Private
## 9110  Female  24            0             0           No       Private
## 9113  Female  36            0             0           No       Private
## 9114    Male  33            0             0          Yes       Private
## 9115    Male  39            0             0          Yes       Private
## 9116  Female  28            0             0          Yes       Private
## 9117  Female  57            0             0          Yes Self-employed
## 9119  Female  37            0             0          Yes       Private
## 9121    Male  51            1             0          Yes      Govt_job
## 9122  Female  27            0             0          Yes      Govt_job
## 9124  Female  64            0             0          Yes       Private
## 9125    Male  50            0             0          Yes      Govt_job
## 9126  Female  33            0             0          Yes       Private
## 9129    Male  76            1             1          Yes      Govt_job
## 9130  Female  52            0             0          Yes Self-employed
## 9131  Female  74            0             0          Yes Self-employed
## 9133  Female  47            0             0          Yes Self-employed
## 9134    Male  17            0             0           No       Private
## 9135  Female  34            0             0          Yes       Private
## 9136    Male  79            0             0          Yes       Private
## 9137    Male  55            0             0          Yes Self-employed
## 9138    Male  69            0             1           No       Private
## 9139    Male  62            0             0          Yes      Govt_job
## 9140    Male  19            0             0           No       Private
## 9141  Female  65            1             1          Yes Self-employed
## 9142  Female  55            0             0           No      Govt_job
## 9143    Male  65            0             1          Yes      Govt_job
## 9145    Male  68            0             0          Yes Self-employed
## 9146  Female  76            0             0          Yes       Private
## 9147  Female  29            0             0          Yes       Private
## 9148  Female  59            0             0          Yes       Private
## 9150  Female  65            0             0          Yes Self-employed
## 9151    Male  20            0             0          Yes       Private
## 9153  Female  82            0             0          Yes       Private
## 9155    Male  78            1             0          Yes       Private
## 9156  Female  38            0             0          Yes Self-employed
## 9157  Female  56            0             0          Yes       Private
## 9158  Female  24            0             0           No       Private
## 9159    Male  73            0             1          Yes      Govt_job
## 9160  Female  74            0             0          Yes       Private
## 9161  Female  41            0             0          Yes       Private
## 9162    Male  81            1             0          Yes       Private
## 9165  Female  51            0             0          Yes       Private
## 9166  Female  59            0             0          Yes       Private
## 9169  Female  79            1             0          Yes Self-employed
## 9170  Female  55            0             0          Yes       Private
## 9173    Male  36            0             0           No Self-employed
## 9174  Female  74            0             0          Yes Self-employed
## 9176  Female  50            0             0          Yes      Govt_job
## 9179    Male  72            0             1          Yes       Private
## 9181  Female  57            0             0          Yes       Private
## 9182  Female  21            0             0           No       Private
## 9184    Male  34            0             0          Yes      Govt_job
## 9185    Male  11            0             0           No      children
## 9187    Male  81            0             0          Yes Self-employed
## 9188  Female  24            0             0           No      Govt_job
## 9189  Female  19            0             0           No       Private
## 9191    Male  70            0             0          Yes       Private
## 9192  Female  29            0             0           No      Govt_job
## 9196  Female  62            0             0          Yes       Private
## 9198  Female  62            0             0          Yes       Private
## 9200  Female  37            0             0          Yes      Govt_job
## 9201  Female  46            0             0          Yes      Govt_job
## 9202  Female  32            0             0           No       Private
## 9203    Male  20            0             0           No       Private
## 9205    Male  23            0             0           No       Private
## 9206    Male  80            0             0          Yes Self-employed
## 9208    Male  59            1             0          Yes       Private
## 9209  Female  48            0             0          Yes      Govt_job
## 9210  Female  66            1             0          Yes       Private
## 9211    Male  29            0             0          Yes       Private
## 9213    Male  39            0             0           No      Govt_job
## 9214  Female  28            0             0           No       Private
## 9215  Female  37            0             0          Yes       Private
## 9216    Male  77            1             0          Yes Self-employed
## 9218    Male  52            0             0          Yes       Private
## 9219  Female  27            0             0           No       Private
## 9220  Female  20            0             0           No       Private
## 9221  Female  61            0             0          Yes       Private
## 9222  Female  51            0             0          Yes       Private
## 9224    Male  70            0             0          Yes Self-employed
## 9225  Female  56            0             0          Yes      Govt_job
## 9226  Female  69            1             0          Yes       Private
## 9227  Female  67            1             0          Yes      Govt_job
## 9228    Male  28            0             0           No      Govt_job
## 9229    Male  13            0             0           No      children
## 9231  Female  28            0             0          Yes       Private
## 9232  Female  22            0             0           No       Private
## 9233  Female  54            0             0          Yes Self-employed
## 9236  Female  75            0             0          Yes Self-employed
## 9237  Female  38            0             0          Yes      Govt_job
## 9238  Female  74            0             0          Yes      Govt_job
## 9242    Male  65            1             0          Yes       Private
## 9243  Female  27            0             0          Yes       Private
## 9244  Female  55            0             0          Yes       Private
## 9246    Male  74            0             0          Yes      Govt_job
## 9252  Female  54            0             0          Yes       Private
## 9253    Male  64            0             1          Yes       Private
## 9255  Female  36            0             0          Yes Self-employed
## 9258    Male  70            0             0          Yes       Private
## 9259    Male  43            0             0           No       Private
## 9260  Female  61            1             0          Yes       Private
## 9262    Male  79            0             1          Yes Self-employed
## 9263  Female  54            0             0          Yes       Private
## 9264  Female  44            0             0          Yes       Private
## 9265  Female  54            0             0          Yes       Private
## 9266    Male  27            0             0          Yes Self-employed
## 9267  Female  46            0             0           No       Private
## 9268    Male  66            0             0          Yes Self-employed
## 9269  Female  43            0             0          Yes       Private
## 9270  Female  42            0             0           No       Private
## 9271  Female  50            0             0          Yes Self-employed
## 9272  Female  80            0             0          Yes      Govt_job
## 9273  Female  41            0             0          Yes       Private
## 9274    Male  45            0             0          Yes       Private
## 9275    Male  73            0             0          Yes Self-employed
## 9276  Female  36            0             0          Yes      Govt_job
## 9277  Female  21            0             0           No       Private
## 9278    Male  29            0             0          Yes       Private
## 9279    Male  41            0             0          Yes       Private
## 9281    Male  80            0             1          Yes       Private
## 9282    Male  78            0             0          Yes       Private
## 9283  Female  24            0             0           No       Private
## 9284  Female  54            0             0          Yes       Private
## 9285    Male  28            0             0          Yes       Private
## 9286  Female  61            0             0          Yes      Govt_job
## 9287  Female  26            0             0           No       Private
## 9288    Male  27            0             0           No       Private
## 9290    Male  27            0             0           No       Private
## 9291    Male  81            0             0          Yes       Private
## 9292  Female  35            0             0          Yes       Private
## 9293  Female  64            0             0          Yes       Private
## 9295    Male  69            0             0          Yes Self-employed
## 9296  Female  59            0             1          Yes       Private
## 9297  Female  11            0             0           No      children
## 9298  Female  42            0             0          Yes       Private
## 9299  Female  47            0             0          Yes       Private
## 9301    Male  12            0             0           No      children
## 9302  Female  62            0             0           No Self-employed
## 9305  Female  40            0             0          Yes       Private
## 9307  Female  42            0             0          Yes Self-employed
## 9308    Male  61            0             0          Yes       Private
## 9309  Female  34            0             0          Yes Self-employed
## 9310  Female  64            0             0           No       Private
## 9311  Female  24            0             0           No       Private
## 9312  Female  42            1             0          Yes Self-employed
## 9313  Female  33            0             0           No       Private
## 9314    Male  59            0             0          Yes       Private
## 9315  Female  25            0             0           No       Private
## 9316    Male  63            0             0          Yes       Private
## 9317    Male  81            0             0          Yes Self-employed
## 9319  Female  28            0             0          Yes       Private
## 9320  Female  39            1             0          Yes       Private
## 9323  Female  70            1             0          Yes Self-employed
## 9326  Female  39            0             0           No Self-employed
## 9327  Female  28            0             0           No       Private
## 9329    Male  80            1             1          Yes       Private
## 9330  Female  77            0             0          Yes       Private
## 9331    Male  58            0             0          Yes       Private
## 9332  Female  43            0             0          Yes      Govt_job
## 9333  Female  80            1             0          Yes Self-employed
## 9335    Male  48            1             0          Yes       Private
## 9338  Female  19            0             0           No       Private
## 9339  Female  63            1             1          Yes       Private
## 9341  Female  53            0             1          Yes       Private
## 9342  Female  61            0             0          Yes      Govt_job
## 9343    Male  52            0             0          Yes       Private
## 9345    Male  25            0             0           No       Private
## 9346    Male  18            0             0           No       Private
## 9347  Female  48            0             0          Yes      Govt_job
## 9348    Male  21            0             0          Yes       Private
## 9349  Female  26            0             0          Yes       Private
## 9350    Male  67            0             0          Yes Self-employed
## 9352  Female  15            0             0           No      children
## 9353  Female  59            0             0          Yes       Private
## 9354  Female  55            0             0          Yes       Private
## 9355  Female  62            0             0          Yes       Private
## 9356  Female  54            0             0          Yes Self-employed
## 9358    Male  17            0             0           No       Private
## 9359  Female  47            1             0          Yes Self-employed
## 9360  Female  63            0             0           No       Private
## 9361  Female  24            0             0           No       Private
## 9362    Male  70            0             0          Yes Self-employed
## 9363  Female  64            0             0           No      Govt_job
## 9366  Female  64            1             0          Yes Self-employed
## 9370  Female  60            0             0          Yes       Private
## 9372  Female  63            1             1          Yes      Govt_job
## 9373  Female  28            0             0           No       Private
## 9374    Male  75            0             0          Yes       Private
## 9375    Male  33            0             0          Yes Self-employed
## 9377  Female  39            0             0          Yes       Private
## 9380  Female  36            0             0          Yes       Private
## 9381    Male  44            0             0          Yes       Private
## 9382  Female  32            0             0          Yes       Private
## 9383  Female  49            0             0          Yes Self-employed
## 9385  Female  19            0             0           No       Private
## 9387    Male  48            1             0          Yes       Private
## 9388    Male  79            1             1          Yes       Private
## 9389  Female  32            0             0          Yes       Private
## 9390  Female  40            0             0          Yes       Private
## 9392    Male  42            0             0          Yes       Private
## 9393  Female  40            0             0          Yes      Govt_job
## 9394    Male  50            0             0          Yes       Private
## 9395    Male  54            0             0          Yes       Private
## 9396  Female  25            0             0           No       Private
## 9397    Male  61            0             0          Yes       Private
## 9404  Female  60            0             0          Yes       Private
## 9405    Male  24            0             0           No       Private
## 9406    Male  14            0             0           No       Private
## 9408  Female  37            0             0          Yes      Govt_job
## 9410  Female  47            0             0          Yes       Private
## 9412  Female  37            0             0           No       Private
## 9413  Female  31            0             0          Yes       Private
## 9414  Female  72            0             0          Yes       Private
## 9415  Female  54            0             0          Yes       Private
## 9416    Male  15            0             0           No      children
## 9417  Female  55            0             0          Yes Self-employed
## 9418  Female  66            0             0          Yes       Private
## 9419  Female  28            0             0          Yes       Private
## 9420  Female  56            0             0          Yes       Private
## 9421    Male  59            0             0          Yes Self-employed
## 9422    Male  62            0             0          Yes      Govt_job
## 9423  Female  40            0             0          Yes       Private
## 9424  Female  52            0             0           No       Private
## 9429  Female  59            1             0          Yes Self-employed
## 9432  Female  52            0             0          Yes       Private
## 9433  Female  82            0             0          Yes       Private
## 9437  Female  26            0             0          Yes Self-employed
## 9438  Female  48            0             0          Yes       Private
## 9445  Female  58            0             0          Yes      Govt_job
## 9446  Female  51            0             0           No       Private
## 9447    Male  68            0             1          Yes       Private
## 9448  Female  70            0             0          Yes Self-employed
## 9449    Male  43            0             0          Yes       Private
## 9451  Female  27            0             0           No       Private
## 9454  Female  33            0             0          Yes       Private
## 9455  Female  79            1             1          Yes Self-employed
## 9456  Female  68            0             1          Yes Self-employed
## 9459  Female  33            0             0           No       Private
## 9460  Female  31            0             0          Yes       Private
## 9462  Female  26            0             0           No       Private
## 9463  Female  69            0             0          Yes       Private
## 9464  Female  37            0             0          Yes       Private
## 9466    Male  61            0             0          Yes       Private
## 9467    Male  52            1             0          Yes       Private
## 9470    Male  38            0             0           No       Private
## 9471    Male  64            0             1          Yes Self-employed
## 9472  Female  17            0             0           No       Private
## 9473    Male  22            0             0           No       Private
## 9474  Female  81            0             0          Yes      Govt_job
## 9476    Male  46            0             0          Yes       Private
## 9477  Female  45            0             0          Yes       Private
## 9478  Female  45            0             0          Yes       Private
## 9479    Male  68            0             0          Yes      Govt_job
## 9480    Male  31            0             0          Yes       Private
## 9481    Male  62            0             0          Yes       Private
## 9482  Female  36            0             0          Yes Self-employed
## 9483  Female  67            0             0           No       Private
## 9486  Female  80            0             0          Yes       Private
## 9488    Male  43            1             0          Yes       Private
## 9489    Male  82            0             1          Yes       Private
## 9490  Female  35            0             0           No       Private
## 9491    Male  71            1             0          Yes Self-employed
## 9493  Female  66            0             0          Yes Self-employed
## 9494  Female  82            1             0          Yes       Private
## 9496  Female  50            0             0          Yes       Private
## 9497  Female  16            0             0           No       Private
## 9498    Male  65            0             1          Yes       Private
## 9501  Female  58            0             0          Yes Self-employed
## 9502    Male  57            0             0          Yes       Private
## 9503  Female  69            1             0          Yes Self-employed
## 9505  Female  26            0             0          Yes       Private
## 9508    Male  24            1             0           No       Private
## 9509    Male  22            0             0           No       Private
## 9514    Male  26            0             0          Yes       Private
## 9515  Female  58            0             0          Yes       Private
## 9517  Female  52            0             0          Yes       Private
## 9519    Male  26            0             0          Yes       Private
## 9520    Male  75            1             1          Yes Self-employed
## 9521    Male  22            0             0           No       Private
## 9523    Male  76            1             0          Yes       Private
## 9524  Female  24            0             0           No       Private
## 9525    Male  72            0             0          Yes Self-employed
## 9526    Male  49            1             1          Yes       Private
## 9527    Male  47            0             0          Yes       Private
## 9528  Female  67            0             0          Yes Self-employed
## 9529  Female  78            0             1          Yes Self-employed
## 9530    Male  58            0             1          Yes       Private
## 9531  Female  28            0             0           No       Private
## 9532  Female  51            0             0          Yes Self-employed
## 9533    Male  37            0             0          Yes       Private
## 9534  Female  29            0             0          Yes      Govt_job
## 9536  Female  55            0             0          Yes       Private
## 9537    Male  28            0             0          Yes       Private
## 9540    Male  64            0             1           No      Govt_job
## 9541  Female  41            0             0          Yes       Private
## 9542    Male  30            0             0           No       Private
## 9544    Male  15            0             0           No      children
## 9545    Male  67            0             0          Yes       Private
## 9546  Female  35            0             0          Yes       Private
## 9548  Female  42            0             0          Yes       Private
## 9549  Female  43            0             0          Yes      Govt_job
## 9552    Male  46            0             0          Yes       Private
## 9553  Female  82            0             0          Yes Self-employed
## 9554  Female  34            0             0           No       Private
## 9555  Female  33            0             0          Yes       Private
## 9557  Female  77            0             1          Yes       Private
## 9561    Male  30            0             0           No      Govt_job
## 9563  Female  29            0             0           No       Private
## 9565    Male  33            0             0           No       Private
## 9566  Female  49            0             0          Yes       Private
## 9567    Male  60            1             0          Yes       Private
## 9569  Female  23            0             0           No       Private
## 9571  Female  58            0             0          Yes      Govt_job
## 9572  Female  26            0             0           No       Private
## 9574  Female  70            0             0          Yes Self-employed
## 9575  Female  67            0             0          Yes Self-employed
## 9576    Male  47            0             0          Yes       Private
## 9579    Male  41            0             0           No      Govt_job
## 9581  Female  47            0             0          Yes Self-employed
## 9582  Female  70            0             0          Yes Self-employed
## 9583    Male  55            0             0          Yes       Private
## 9584  Female  66            0             0          Yes Self-employed
## 9587  Female  37            0             0          Yes Self-employed
## 9588  Female  62            0             0          Yes       Private
## 9590    Male  81            0             0          Yes       Private
## 9591    Male  56            0             0          Yes       Private
## 9592  Female  14            0             0           No       Private
## 9593    Male  37            0             0          Yes      Govt_job
## 9595  Female  43            0             0          Yes       Private
## 9596  Female  77            1             0          Yes Self-employed
## 9597  Female  19            0             0           No       Private
## 9598  Female  48            0             0          Yes       Private
## 9599    Male  76            1             1          Yes      Govt_job
## 9600  Female  41            0             0          Yes       Private
## 9601  Female  40            0             0          Yes       Private
## 9602  Female  51            0             0          Yes Self-employed
## 9603    Male  16            0             0           No       Private
## 9605  Female  27            0             0           No       Private
## 9606  Female  68            0             0          Yes Self-employed
## 9607    Male  68            1             0          Yes       Private
## 9608  Female  54            0             0           No Self-employed
## 9609    Male  38            0             0          Yes       Private
## 9610  Female  42            0             0          Yes       Private
## 9611    Male  52            0             0          Yes      Govt_job
## 9612  Female  37            0             0          Yes       Private
## 9613    Male  19            0             0           No       Private
## 9614    Male  61            0             0          Yes       Private
## 9615  Female  50            0             0          Yes       Private
## 9617    Male  22            0             0          Yes       Private
## 9618    Male  81            0             0          Yes       Private
## 9619  Female  54            0             0          Yes       Private
## 9620  Female  79            0             0          Yes Self-employed
## 9622  Female  54            0             1          Yes       Private
## 9623  Female  76            0             0          Yes       Private
## 9624  Female  59            0             0          Yes      Govt_job
## 9625  Female  59            0             0          Yes       Private
## 9626  Female  57            0             0          Yes       Private
## 9627    Male  53            1             0          Yes      Govt_job
## 9629    Male  36            0             0          Yes       Private
## 9630    Male  40            0             0          Yes       Private
## 9631  Female  24            0             0           No       Private
## 9632  Female  20            0             0           No       Private
## 9633  Female  37            0             0          Yes       Private
## 9634    Male  14            0             0           No       Private
## 9635    Male  14            0             0           No       Private
## 9638  Female  45            0             0          Yes       Private
## 9639  Female  69            0             0          Yes       Private
## 9640  Female  35            0             0          Yes       Private
## 9642  Female  21            0             0           No       Private
## 9644  Female  58            0             0          Yes       Private
## 9645  Female  34            0             0          Yes      Govt_job
## 9646  Female  60            0             0          Yes Self-employed
## 9648  Female  45            0             0          Yes       Private
## 9652    Male  59            0             0          Yes      Govt_job
## 9655  Female  43            0             0           No Self-employed
## 9656  Female  61            1             0          Yes Self-employed
## 9657    Male  55            0             0          Yes      Govt_job
## 9658  Female  61            0             0          Yes      Govt_job
## 9659    Male  48            0             0           No       Private
## 9660    Male  21            0             0           No      Govt_job
## 9661    Male  62            0             0          Yes       Private
## 9662  Female  26            0             0          Yes      Govt_job
## 9664    Male  39            1             0          Yes       Private
## 9665  Female  77            0             0          Yes       Private
## 9666    Male  66            0             0          Yes       Private
## 9668  Female  67            0             1          Yes       Private
## 9669  Female  25            0             0           No       Private
## 9670    Male  15            0             0           No       Private
## 9674  Female  68            0             0          Yes       Private
## 9675    Male  40            0             0          Yes       Private
## 9676    Male  79            0             0          Yes Self-employed
## 9677  Female  43            0             0          Yes       Private
## 9679  Female  28            0             0           No       Private
## 9680    Male  20            0             0           No       Private
## 9681  Female  82            0             0          Yes Self-employed
## 9682    Male  69            0             0          Yes       Private
## 9684    Male  42            1             0          Yes       Private
## 9685    Male  54            0             0          Yes      Govt_job
## 9686  Female  79            1             0          Yes       Private
## 9687    Male  23            0             0           No      Govt_job
## 9688    Male  30            0             0          Yes       Private
## 9689    Male  51            0             0          Yes Self-employed
## 9690    Male  22            0             0           No       Private
## 9692  Female  23            0             0           No       Private
## 9694  Female  72            0             0          Yes Self-employed
## 9696    Male  72            0             0          Yes Self-employed
## 9698  Female  60            1             0          Yes       Private
## 9699  Female  21            0             0           No  Never_worked
## 9702  Female  48            0             0          Yes       Private
## 9704  Female  49            0             0           No       Private
## 9705  Female  19            0             0          Yes       Private
## 9710  Female  51            0             0          Yes       Private
## 9711  Female  62            1             0          Yes       Private
## 9712  Female  34            0             0          Yes       Private
## 9714    Male  35            0             0          Yes      Govt_job
## 9715  Female  74            1             0          Yes       Private
## 9716    Male  15            0             0           No Self-employed
## 9717  Female  35            0             0          Yes       Private
## 9718  Female  33            0             0           No       Private
## 9719    Male  82            0             0          Yes       Private
## 9720  Female  76            0             0          Yes       Private
## 9721  Female  46            0             0          Yes       Private
## 9722  Female  19            0             0           No       Private
## 9723    Male  19            0             0           No       Private
## 9726  Female  31            0             0          Yes       Private
## 9727    Male  56            0             0          Yes      Govt_job
## 9728    Male  36            0             0           No       Private
## 9729    Male  48            0             0          Yes       Private
## 9730    Male  28            0             0          Yes       Private
## 9731    Male  44            1             0          Yes       Private
## 9734    Male  19            1             0           No      Govt_job
## 9736    Male  30            1             0           No Self-employed
## 9737    Male  26            1             0           No       Private
## 9739  Female  49            0             0          Yes       Private
## 9749  Female  78            0             0          Yes Self-employed
## 9750  Female  38            0             0          Yes      Govt_job
## 9751  Female  27            0             0           No       Private
## 9752  Female  71            0             0          Yes Self-employed
## 9753  Female  55            0             0           No      Govt_job
## 9754    Male  24            0             0          Yes       Private
## 9755    Male  46            0             0          Yes      Govt_job
## 9756    Male  43            0             0          Yes       Private
## 9757    Male  66            1             0          Yes Self-employed
## 9758  Female  79            1             0          Yes       Private
## 9759    Male  75            1             0          Yes Self-employed
## 9760    Male  41            0             0          Yes       Private
## 9761  Female  28            0             0          Yes       Private
## 9762    Male  65            0             0          Yes Self-employed
## 9764  Female  24            0             0           No       Private
## 9765  Female  82            0             0          Yes       Private
## 9766  Female  68            0             0          Yes       Private
## 9767  Female  81            1             0          Yes Self-employed
## 9769  Female  31            0             0          Yes      Govt_job
## 9770    Male  57            1             0          Yes Self-employed
## 9772  Female  32            1             0          Yes       Private
## 9773  Female  29            0             0          Yes       Private
## 9774  Female  27            0             0           No       Private
## 9775    Male  30            1             0          Yes      Govt_job
## 9777    Male  58            0             0          Yes      Govt_job
## 9780    Male  57            0             0          Yes       Private
## 9781  Female  48            0             0          Yes       Private
## 9782    Male  60            0             0          Yes       Private
## 9783  Female  16            0             0           No       Private
## 9784    Male  11            0             0           No      children
## 9785  Female  78            0             0          Yes       Private
## 9786  Female  18            0             0           No       Private
## 9787  Female  24            0             0           No       Private
## 9788  Female  76            0             0          Yes       Private
## 9789  Female  50            0             0           No       Private
## 9790  Female  58            0             0          Yes       Private
## 9791  Female  25            0             0           No       Private
## 9792    Male  11            0             0           No      children
## 9793    Male  40            0             0          Yes       Private
## 9795  Female  52            0             0          Yes Self-employed
## 9796  Female  55            0             0          Yes       Private
## 9797    Male  78            0             0          Yes       Private
## 9800    Male  34            0             0          Yes       Private
## 9801  Female  33            0             0          Yes       Private
## 9802    Male  60            0             0          Yes       Private
## 9803  Female  54            0             0          Yes       Private
## 9804  Female  60            0             0          Yes       Private
## 9805  Female  29            0             0           No       Private
## 9806  Female  30            0             0          Yes       Private
## 9807    Male  60            0             0          Yes       Private
## 9808  Female  25            0             0           No       Private
## 9810  Female  30            0             0           No       Private
## 9811    Male  80            0             0          Yes Self-employed
## 9812  Female  50            0             0           No       Private
## 9813  Female  16            0             0           No Self-employed
## 9814    Male  28            0             0          Yes       Private
## 9818  Female  45            0             0          Yes       Private
## 9820  Female  19            0             0           No       Private
## 9821    Male  46            0             0          Yes Self-employed
## 9822  Female  57            0             0          Yes       Private
## 9823  Female  39            0             0          Yes Self-employed
## 9824  Female  30            0             0          Yes       Private
## 9825  Female  34            0             0           No       Private
## 9826  Female  40            0             0          Yes       Private
## 9827    Male  25            0             0           No       Private
## 9828    Male  45            0             0          Yes Self-employed
## 9829    Male  56            0             0           No       Private
## 9830    Male  56            0             0          Yes       Private
## 9831  Female  20            0             0           No       Private
## 9833    Male  67            0             0          Yes       Private
## 9834  Female  49            0             0          Yes       Private
## 9835  Female  25            0             0           No      Govt_job
## 9836  Female  32            0             0          Yes       Private
## 9837    Male  69            0             0          Yes       Private
## 9838  Female  39            0             0          Yes Self-employed
## 9839  Female  37            0             0          Yes       Private
## 9840  Female  32            0             0          Yes       Private
## 9841    Male  60            1             0          Yes      Govt_job
## 9843  Female  68            0             0           No       Private
## 9844  Female  43            0             0          Yes       Private
## 9850    Male  74            0             0          Yes       Private
## 9851  Female  80            1             0          Yes       Private
## 9852    Male  45            0             0          Yes       Private
## 9853  Female  67            0             0          Yes       Private
## 9855    Male  33            0             0          Yes      Govt_job
## 9856  Female  30            0             0          Yes      Govt_job
## 9857    Male  64            1             0          Yes Self-employed
## 9860  Female  63            1             0          Yes Self-employed
## 9861  Female  29            0             0          Yes       Private
## 9862  Female  61            1             0          Yes Self-employed
## 9864  Female  53            0             0          Yes Self-employed
## 9866  Female  62            0             0          Yes       Private
## 9868  Female  21            0             0           No       Private
## 9869  Female  58            0             0           No       Private
## 9870  Female  62            0             0          Yes Self-employed
## 9873    Male  24            0             0           No       Private
## 9874  Female  46            0             0          Yes       Private
## 9876    Male  29            0             0          Yes       Private
## 9877  Female  60            0             0          Yes       Private
## 9878  Female  28            0             0           No Self-employed
## 9879  Female  47            0             0          Yes Self-employed
## 9881  Female  71            1             0          Yes       Private
## 9882    Male  17            0             0           No       Private
## 9883  Female  61            0             0          Yes       Private
## 9884    Male  71            0             1          Yes       Private
## 9885  Female  13            0             0           No      children
## 9886  Female  44            0             0          Yes       Private
## 9887  Female  54            1             0          Yes Self-employed
## 9888  Female  34            0             0          Yes Self-employed
## 9889  Female  64            0             1          Yes       Private
## 9891  Female  29            0             0          Yes       Private
## 9892    Male  51            0             0          Yes      Govt_job
## 9893    Male  30            0             0          Yes      Govt_job
## 9894    Male  43            0             0          Yes Self-employed
## 9895    Male  55            0             0          Yes Self-employed
## 9896    Male  49            0             0          Yes       Private
## 9898    Male  47            0             0          Yes       Private
## 9899  Female  48            0             0          Yes       Private
## 9902  Female  71            0             0          Yes Self-employed
## 9904  Female  36            0             0          Yes       Private
## 9905  Female  22            0             0           No       Private
## 9907    Male  32            0             0          Yes Self-employed
## 9908    Male  33            0             0           No       Private
## 9909    Male  30            0             0           No      Govt_job
## 9912  Female  59            0             0          Yes       Private
## 9914    Male  46            0             0          Yes       Private
## 9915  Female  27            0             0           No       Private
## 9916  Female  20            0             0           No       Private
## 9917    Male  60            0             0          Yes Self-employed
## 9920  Female  11            0             0           No      children
## 9921  Female  78            0             0          Yes      Govt_job
## 9922    Male  60            0             0          Yes       Private
## 9923  Female  64            1             0          Yes       Private
## 9924  Female  56            0             0          Yes       Private
## 9925    Male  81            0             0          Yes Self-employed
## 9926  Female  67            0             0          Yes       Private
## 9928  Female  42            0             0          Yes Self-employed
## 9929  Female  22            0             0           No       Private
## 9935  Female  22            0             0           No       Private
## 9936    Male  76            0             0          Yes Self-employed
## 9938    Male  31            0             0          Yes       Private
## 9940  Female  63            1             0          Yes       Private
## 9942  Female  41            0             0          Yes       Private
## 9945    Male  43            0             0          Yes       Private
## 9946    Male  55            0             1          Yes       Private
## 9947  Female  76            0             0          Yes      Govt_job
## 9948    Male  13            0             0           No      children
## 9949    Male  62            1             0          Yes      Govt_job
## 9950    Male  48            0             0          Yes       Private
## 9953  Female  68            0             0           No       Private
## 9955  Female  69            0             1          Yes Self-employed
## 9956  Female  61            0             0          Yes       Private
## 9957    Male  52            1             0          Yes       Private
## 9958  Female  53            1             0          Yes       Private
## 9959  Female  38            0             0          Yes       Private
## 9960  Female  28            0             0          Yes       Private
## 9961  Female  54            0             0          Yes       Private
## 9963  Female  69            0             0          Yes Self-employed
## 9964    Male  28            0             0           No       Private
## 9965  Female  39            0             0          Yes       Private
## 9967  Female  26            0             0           No       Private
## 9968  Female  50            0             0          Yes       Private
## 9969  Female  38            0             0          Yes       Private
## 9970    Male  51            0             0          Yes       Private
## 9973  Female  38            0             0          Yes       Private
## 9978    Male  65            0             0          Yes      Govt_job
## 9980    Male  82            0             1          Yes       Private
## 9982  Female  54            0             0          Yes      Govt_job
## 9983    Male  37            0             0          Yes       Private
## 9984    Male  17            0             0           No       Private
## 9987    Male  66            0             0          Yes Self-employed
## 9988  Female  54            0             0          Yes       Private
## 9989    Male  24            0             0           No       Private
## 9990    Male  39            0             0          Yes       Private
## 9992    Male  61            0             0          Yes      Govt_job
## 9993  Female  34            0             0          Yes       Private
## 9994  Female  30            0             0           No       Private
## 9995    Male  80            1             1          Yes       Private
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## 10009   Male  78            0             1          Yes Self-employed
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## 10196 Female  55            0             0          Yes Self-employed
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## 10278 Female  62            0             0          Yes Self-employed
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## 10294   Male  64            0             0          Yes Self-employed
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## 10299   Male  48            0             0          Yes       Private
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## 10342 Female  42            0             1          Yes      Govt_job
## 10343 Female  80            1             0          Yes Self-employed
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## 10361   Male  26            0             0          Yes       Private
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## 10402   Male  79            0             0           No Self-employed
## 10403   Male  16            0             0           No Self-employed
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## 10406 Female  37            0             0          Yes       Private
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## 10409 Female  39            0             0           No Self-employed
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## 10415   Male  54            1             0          Yes Self-employed
## 10416   Male  35            0             0           No       Private
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## 10420 Female  64            0             0          Yes       Private
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## 10422   Male  36            0             0           No      Govt_job
## 10423   Male  68            0             1          Yes      Govt_job
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## 10428 Female  76            1             0          Yes Self-employed
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## 10433   Male  82            0             0          Yes       Private
## 10434 Female  75            0             1          Yes Self-employed
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## 10442   Male  33            0             0          Yes       Private
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## 10449   Male  31            0             0           No      Govt_job
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## 10453   Male  25            0             0           No       Private
## 10454   Male  43            0             0          Yes Self-employed
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## 10456 Female  44            0             0          Yes       Private
## 10457 Female  25            0             0           No      Govt_job
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## 10461 Female  79            1             0          Yes       Private
## 10462 Female  77            0             0          Yes Self-employed
## 10463 Female  80            0             0          Yes Self-employed
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## 10465   Male  32            0             0          Yes      Govt_job
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## 10475   Male  72            1             0          Yes Self-employed
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## 10481   Male  43            0             0          Yes       Private
## 10482   Male  54            0             0           No       Private
## 10483   Male  71            0             1          Yes Self-employed
## 10484   Male  73            0             0          Yes Self-employed
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## 10486   Male  81            0             0          Yes       Private
## 10487   Male  23            0             0           No       Private
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## 10494 Female  41            0             0          Yes      Govt_job
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## 10498 Female  57            0             0          Yes      Govt_job
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## 10501   Male  21            0             0           No       Private
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## 10504   Male  14            0             0           No       Private
## 10505   Male  59            0             0          Yes       Private
## 10507 Female  61            1             0          Yes      Govt_job
## 10508 Female  41            0             0          Yes       Private
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## 10516   Male  40            0             0          Yes       Private
## 10518   Male  38            0             0          Yes       Private
## 10521 Female  44            0             0          Yes Self-employed
## 10522   Male  67            0             1          Yes Self-employed
## 10523 Female  33            0             0          Yes       Private
## 10524 Female  49            0             0          Yes       Private
## 10525 Female  26            0             0           No Self-employed
## 10528   Male  72            0             0          Yes Self-employed
## 10529 Female  82            0             0          Yes       Private
## 10530 Female  25            0             0           No Self-employed
## 10531 Female  55            0             0          Yes       Private
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## 10536 Female  56            0             0          Yes      Govt_job
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## 10543   Male  57            0             0          Yes       Private
## 10544   Male  25            0             0           No       Private
## 10545 Female  33            0             0           No       Private
## 10546   Male  50            0             0          Yes Self-employed
## 10548 Female  46            0             0          Yes       Private
## 10550 Female  33            0             0          Yes Self-employed
## 10551   Male  17            0             0           No       Private
## 10552   Male  51            1             0          Yes       Private
## 10553 Female  36            0             0          Yes       Private
## 10554 Female  56            0             0          Yes       Private
## 10555 Female  54            0             0          Yes      Govt_job
## 10556   Male  63            0             0          Yes Self-employed
## 10557 Female  57            1             0          Yes Self-employed
## 10558 Female  41            0             0          Yes      Govt_job
## 10559 Female  22            0             0          Yes       Private
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## 10561   Male  81            0             0          Yes       Private
## 10562 Female  43            0             0          Yes       Private
## 10563 Female  59            0             0          Yes       Private
## 10564 Female  64            1             0          Yes      Govt_job
## 10565 Female  78            0             1          Yes       Private
## 10566 Female  34            0             0          Yes      Govt_job
## 10567 Female  24            0             0           No       Private
## 10569   Male  47            0             1          Yes       Private
## 10570 Female  36            0             0          Yes       Private
## 10571   Male  26            0             0          Yes       Private
## 10572   Male  73            0             1          Yes Self-employed
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## 10576   Male  74            0             0          Yes       Private
## 10577 Female  20            0             0           No       Private
## 10578 Female  61            0             0          Yes      Govt_job
## 10579   Male  74            0             0          Yes       Private
## 10581 Female  33            0             0          Yes       Private
## 10582   Male  50            0             0          Yes       Private
## 10585 Female  63            1             0          Yes Self-employed
## 10586 Female  50            0             0          Yes       Private
## 10587   Male  53            0             0          Yes Self-employed
## 10588 Female  75            0             0          Yes Self-employed
## 10589 Female  23            0             0           No       Private
## 10591 Female  62            0             0          Yes       Private
## 10592 Female  26            0             0          Yes       Private
## 10593 Female  42            0             0          Yes      Govt_job
## 10594   Male  74            0             0          Yes       Private
## 10595 Female  69            0             0          Yes       Private
## 10596   Male  25            0             0          Yes       Private
## 10597 Female  34            0             0          Yes      Govt_job
## 10598 Female  71            0             0          Yes       Private
## 10600   Male  35            0             0          Yes       Private
## 10601 Female  52            0             0          Yes Self-employed
## 10603   Male  71            0             0          Yes       Private
## 10606 Female  53            0             0          Yes       Private
## 10607 Female  26            0             0           No       Private
## 10608 Female  36            0             0          Yes       Private
## 10609   Male  42            0             0          Yes      Govt_job
## 10610 Female  25            0             0          Yes       Private
## 10611 Female  62            0             0          Yes      Govt_job
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## 10613   Male  55            0             0          Yes Self-employed
## 10614   Male  64            0             0          Yes       Private
## 10615   Male  71            0             0          Yes       Private
## 10616 Female  26            0             0           No       Private
## 10618   Male  57            0             0          Yes Self-employed
## 10619 Female  50            0             0          Yes       Private
## 10620   Male  21            0             0           No       Private
## 10621 Female  17            0             0           No       Private
## 10622 Female  60            0             0          Yes Self-employed
## 10623   Male  29            0             0           No       Private
## 10624   Male  54            0             0          Yes       Private
## 10625 Female  21            0             0           No       Private
## 10627   Male  41            0             0           No Self-employed
## 10629   Male  53            0             0          Yes       Private
## 10630 Female  18            0             0           No       Private
## 10631 Female  18            0             0           No       Private
## 10633   Male  79            0             0          Yes       Private
## 10634 Female  39            0             0          Yes       Private
## 10637 Female  45            0             0          Yes       Private
## 10638   Male  47            0             0          Yes       Private
## 10639   Male  17            0             0           No       Private
## 10640   Male  61            0             0          Yes       Private
## 10642 Female  50            0             0           No       Private
## 10643 Female  32            1             0           No       Private
## 10644   Male  58            0             0          Yes       Private
## 10645 Female  31            0             0          Yes Self-employed
## 10646 Female  47            0             0          Yes       Private
## 10647   Male  54            0             0          Yes       Private
## 10648   Male  30            0             0          Yes       Private
## 10650   Male  24            0             0           No       Private
## 10651   Male  23            0             0           No       Private
## 10652 Female  21            0             0           No       Private
## 10654   Male  57            0             0          Yes Self-employed
## 10655   Male  51            0             0          Yes Self-employed
## 10656 Female  39            1             0          Yes       Private
## 10657   Male  35            0             0           No       Private
## 10658   Male  35            0             0          Yes       Private
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## 10661   Male  44            1             0          Yes      Govt_job
## 10663 Female  47            0             0          Yes Self-employed
## 10664 Female  78            0             0          Yes Self-employed
## 10665   Male  56            0             0          Yes      Govt_job
## 10666 Female  30            1             0          Yes       Private
## 10667   Male  38            0             0          Yes       Private
## 10668 Female  61            0             0          Yes Self-employed
## 10669 Female  28            0             0          Yes       Private
## 10670 Female  61            0             0          Yes Self-employed
## 10671 Female  60            0             0          Yes       Private
## 10672 Female  48            0             0           No      Govt_job
## 10673   Male  18            0             0           No       Private
## 10674   Male  37            0             0          Yes       Private
## 10675   Male  59            0             0          Yes       Private
## 10677 Female  27            0             0           No       Private
## 10678 Female  53            0             0          Yes      Govt_job
## 10680   Male  51            0             0          Yes       Private
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## 10682 Female  51            0             1          Yes       Private
## 10683   Male  70            0             0          Yes       Private
## 10684 Female  42            0             0          Yes Self-employed
## 10685 Female  28            0             0           No       Private
## 10686 Female  44            0             0          Yes       Private
## 10687   Male  64            0             0          Yes Self-employed
## 10688 Female  67            1             0          Yes       Private
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## 10694 Female  61            0             0          Yes Self-employed
## 10695 Female  45            0             0          Yes      Govt_job
## 10696   Male  53            0             0          Yes      Govt_job
## 10697 Female  25            0             0           No       Private
## 10698   Male  63            0             0          Yes      Govt_job
## 10699 Female  52            0             0          Yes Self-employed
## 10700 Female  20            0             0           No  Never_worked
## 10701 Female  80            0             0          Yes       Private
## 10702 Female  34            0             0          Yes Self-employed
## 10703   Male  13            0             0           No      children
## 10706 Female  57            0             0           No       Private
## 10707 Female  20            0             0           No Self-employed
## 10708   Male  42            0             0          Yes       Private
## 10710   Male  71            1             0          Yes Self-employed
## 10711   Male  30            0             0          Yes      Govt_job
## 10712   Male  43            0             0          Yes       Private
## 10713   Male  35            0             0          Yes       Private
## 10715   Male  62            0             0          Yes       Private
## 10716 Female  40            0             0          Yes Self-employed
## 10717 Female  36            0             0           No       Private
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## 10719 Female  53            0             0          Yes       Private
## 10720 Female  59            0             0          Yes       Private
## 10721 Female  80            0             0          Yes       Private
## 10722   Male  69            0             0          Yes       Private
## 10723   Male  44            0             0          Yes Self-employed
## 10724   Male  38            0             0           No       Private
## 10728   Male  32            0             0          Yes       Private
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## 10732   Male  12            0             0           No      children
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## 10735   Male  47            0             0          Yes       Private
## 10737 Female  80            0             0          Yes       Private
## 10738   Male  19            0             0           No       Private
## 10739   Male  32            0             0           No Self-employed
## 10740 Female  37            0             0          Yes       Private
## 10741 Female  60            0             0          Yes       Private
## 10742 Female  52            0             0          Yes       Private
## 10743   Male  26            0             0           No       Private
## 10745 Female  78            1             0          Yes       Private
## 10747 Female  22            0             0          Yes       Private
## 10748   Male  38            0             0           No Self-employed
## 10749   Male  35            0             0          Yes       Private
## 10750 Female  25            0             0           No       Private
## 10752 Female  42            0             0           No      Govt_job
## 10754 Female  78            0             0          Yes Self-employed
## 10755   Male  21            0             0           No       Private
## 10756   Male  56            0             0          Yes       Private
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## 10762   Male  60            0             0          Yes       Private
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## 10764 Female  61            0             0          Yes      Govt_job
## 10766 Female  26            0             0          Yes      Govt_job
## 10767 Female  47            0             0          Yes Self-employed
## 10768 Female  23            0             0           No       Private
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## 10770   Male  59            0             0          Yes Self-employed
## 10771 Female  66            1             1          Yes       Private
## 10773 Female  61            0             0          Yes Self-employed
## 10774   Male  55            0             0          Yes       Private
## 10775 Female  48            0             0          Yes Self-employed
## 10776   Male  51            0             0          Yes       Private
## 10777   Male  58            0             0          Yes       Private
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## 10782   Male  39            0             0          Yes       Private
## 10783 Female  22            0             0           No       Private
## 10784   Male  78            1             0          Yes Self-employed
## 10786   Male  16            0             0           No      children
## 10787   Male  43            0             0          Yes       Private
## 10791   Male  76            0             0           No       Private
## 10792   Male  76            1             0          Yes       Private
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## 10794   Male  29            0             0          Yes      Govt_job
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## 10802   Male  14            0             0           No  Never_worked
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## 10805 Female  58            0             0          Yes      Govt_job
## 10807 Female  35            0             0          Yes      Govt_job
## 10808 Female  22            0             0           No       Private
## 10809   Male  71            1             1          Yes Self-employed
## 10810 Female  24            0             0           No       Private
## 10811 Female  62            0             0          Yes Self-employed
## 10812 Female  63            0             0          Yes Self-employed
## 10813 Female  18            0             0           No       Private
## 10814 Female  14            0             0           No      children
## 10815   Male  70            0             0          Yes Self-employed
## 10816 Female  28            0             0           No       Private
## 10818   Male  57            0             1          Yes      Govt_job
## 10819 Female  39            0             0           No Self-employed
## 10820   Male  57            0             0          Yes       Private
## 10822 Female  25            0             0           No       Private
## 10823 Female  53            0             0          Yes       Private
## 10824 Female  52            0             0           No       Private
## 10826   Male  37            0             0          Yes       Private
## 10827 Female  30            0             0           No       Private
## 10829 Female  59            0             0          Yes      Govt_job
## 10830 Female  68            1             0          Yes Self-employed
## 10831 Female  52            0             0           No      Govt_job
## 10833   Male  45            0             0          Yes      Govt_job
## 10836 Female  63            0             0          Yes       Private
## 10838 Female  27            0             0           No      Govt_job
## 10839   Male  42            0             0          Yes       Private
## 10841   Male  60            0             0          Yes      Govt_job
## 10842   Male  82            1             0          Yes Self-employed
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## 10846   Male  79            0             0          Yes Self-employed
## 10847   Male  26            0             0          Yes       Private
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## 10850 Female  29            0             0           No       Private
## 10851 Female  54            0             0          Yes       Private
## 10852 Female  44            0             0          Yes       Private
## 10853   Male  14            0             0           No       Private
## 10854 Female  79            0             0          Yes Self-employed
## 10855 Female  25            0             0           No       Private
## 10858   Male  58            0             0          Yes       Private
## 10859   Male  58            0             0          Yes       Private
## 10860 Female  47            0             0          Yes Self-employed
## 10861 Female  59            0             0          Yes       Private
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## 10866 Female  39            0             0           No       Private
## 10867 Female  69            1             1          Yes       Private
## 10868   Male  22            0             0           No       Private
## 10870   Male  76            0             0          Yes Self-employed
## 10871 Female  18            0             0           No       Private
## 10873 Female  68            0             0          Yes Self-employed
## 10874 Female  14            0             0           No      children
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## 10878   Male  79            0             0          Yes       Private
## 10879 Female  42            0             0          Yes      Govt_job
## 10880 Female  35            0             0           No Self-employed
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## 10883 Female  22            0             0           No       Private
## 10884 Female  45            0             0          Yes       Private
## 10885   Male  37            0             0          Yes      Govt_job
## 10886 Female  43            0             0          Yes       Private
## 10888 Female  40            0             0           No Self-employed
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## 10890   Male  55            0             0          Yes       Private
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## 10894   Male  21            0             0           No       Private
## 10895 Female  26            0             0          Yes      Govt_job
## 10896   Male  32            1             0          Yes       Private
## 10897   Male  52            0             0          Yes       Private
## 10898 Female  31            0             0          Yes Self-employed
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## 10902   Male  40            0             0          Yes       Private
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## 10906 Female  59            0             0          Yes      Govt_job
## 10907 Female  79            0             0          Yes       Private
## 10909 Female  61            0             0          Yes Self-employed
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## 10914   Male  40            0             0          Yes      Govt_job
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## 10917 Female  61            0             0          Yes      Govt_job
## 10918 Female  67            0             0          Yes      Govt_job
## 10919 Female  29            0             0          Yes       Private
## 10920   Male  40            1             0          Yes Self-employed
## 10921 Female  68            0             0          Yes       Private
## 10922 Female  27            0             0          Yes      Govt_job
## 10923 Female  78            0             0          Yes Self-employed
## 10924   Male  15            0             0           No       Private
## 10925 Female  43            0             0           No      Govt_job
## 10927   Male  59            0             0          Yes       Private
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## 10929 Female  42            1             0          Yes       Private
## 10931 Female  44            0             0          Yes       Private
## 10934 Female  50            0             0          Yes       Private
## 10935 Female  52            0             0          Yes       Private
## 10936   Male  37            0             0          Yes       Private
## 10937 Female  41            0             0          Yes Self-employed
## 10938   Male  59            0             0          Yes Self-employed
## 10939   Male  32            0             0          Yes       Private
## 10940 Female  58            0             0          Yes Self-employed
## 10941   Male  58            0             0           No       Private
## 10942   Male  16            0             0           No       Private
## 10943 Female  52            1             0          Yes      Govt_job
## 10945 Female  22            0             0           No       Private
## 10946   Male  31            0             0           No       Private
## 10947 Female  55            0             0          Yes       Private
## 10948 Female  51            0             0          Yes       Private
## 10949 Female  19            0             0           No       Private
## 10951   Male  53            1             0          Yes       Private
## 10952 Female  69            0             0          Yes       Private
## 10957 Female  46            0             0          Yes       Private
## 10958 Female  22            0             0           No       Private
## 10959 Female  44            0             0          Yes       Private
## 10960 Female  32            0             0          Yes Self-employed
## 10961 Female  42            0             0          Yes      Govt_job
## 10962 Female  41            0             0          Yes       Private
## 10963 Female  42            0             0          Yes      Govt_job
## 10965 Female  56            0             0          Yes       Private
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## 10970   Male  30            0             0           No       Private
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## 10972   Male  20            0             0           No       Private
## 10973   Male  73            0             0          Yes Self-employed
## 10975   Male  35            0             0          Yes       Private
## 10976   Male  24            0             0           No       Private
## 10978 Female  31            1             0           No Self-employed
## 10979 Female  52            1             0          Yes       Private
## 10981   Male  69            0             0          Yes       Private
## 10982   Male  56            1             1          Yes       Private
## 10984   Male  19            0             0           No       Private
## 10985   Male  53            0             0          Yes       Private
## 10988   Male  81            0             0          Yes       Private
## 10989 Female  24            0             0           No       Private
## 10990 Female  77            0             0          Yes       Private
## 10991 Female  65            0             0          Yes Self-employed
## 10992 Female  19            0             0           No       Private
## 10994 Female  69            0             0          Yes Self-employed
## 10995 Female  29            0             0           No       Private
## 10999   Male  61            0             1          Yes       Private
## 11001   Male  73            1             0          Yes Self-employed
## 11002   Male  15            0             0           No  Never_worked
## 11003 Female  13            0             0           No       Private
## 11004 Female  37            0             0           No       Private
## 11006   Male  26            1             0           No       Private
## 11008   Male  62            0             0          Yes Self-employed
## 11010 Female  61            0             0          Yes       Private
## 11011 Female  47            0             0          Yes Self-employed
## 11012 Female  34            0             0          Yes       Private
## 11013 Female  56            0             0          Yes       Private
## 11014   Male  23            0             0           No       Private
## 11016   Male  47            0             0          Yes       Private
## 11017 Female  36            0             0          Yes      Govt_job
## 11018 Female  31            0             0          Yes      Govt_job
## 11021 Female  44            0             0          Yes Self-employed
## 11025   Male  38            0             0          Yes       Private
## 11028   Male  20            0             0           No       Private
## 11033   Male  39            0             0           No       Private
## 11035 Female  73            0             0          Yes      Govt_job
## 11036 Female  39            0             0          Yes       Private
## 11038   Male  81            0             0          Yes      Govt_job
## 11039 Female  20            0             0           No       Private
## 11040 Female  79            0             0          Yes Self-employed
## 11041   Male  80            0             0          Yes Self-employed
## 11044   Male  59            0             0          Yes       Private
## 11045 Female  49            0             0          Yes      Govt_job
## 11046   Male  28            0             0          Yes       Private
## 11047   Male  65            0             1          Yes Self-employed
## 11048 Female  73            0             0          Yes      Govt_job
## 11049 Female  25            0             0          Yes       Private
## 11050   Male  21            0             0           No       Private
## 11051 Female  31            0             0          Yes       Private
## 11052 Female  47            0             0          Yes       Private
## 11053   Male  25            0             0           No       Private
## 11054 Female  40            0             0          Yes       Private
## 11055   Male  59            1             0          Yes      Govt_job
## 11057 Female  69            1             0          Yes       Private
## 11059 Female  61            0             0          Yes       Private
## 11060 Female  43            0             0          Yes       Private
## 11061 Female  38            0             0          Yes      Govt_job
## 11062   Male  62            0             1          Yes       Private
## 11063   Male  27            0             0          Yes       Private
## 11064 Female  68            0             0          Yes       Private
## 11066   Male  40            0             0          Yes       Private
## 11067 Female  69            0             0          Yes       Private
## 11068 Female  30            0             0          Yes       Private
## 11069 Female  40            0             0          Yes       Private
## 11071   Male  31            0             0           No       Private
## 11072   Male  47            0             0          Yes Self-employed
## 11073 Female  50            1             0          Yes       Private
## 11074   Male  51            1             0          Yes      Govt_job
## 11075 Female  58            0             0          Yes      Govt_job
## 11076 Female  42            0             0          Yes Self-employed
## 11078   Male  44            0             0          Yes      Govt_job
## 11079   Male  59            1             0          Yes       Private
## 11081 Female  24            0             0           No       Private
## 11082   Male  58            1             0          Yes       Private
## 11085   Male  13            0             0           No       Private
## 11087   Male  77            0             1          Yes Self-employed
## 11088 Female  61            0             0          Yes      Govt_job
## 11089 Female  39            0             0           No       Private
## 11090 Female  27            0             0           No       Private
## 11091 Female  57            0             0          Yes       Private
## 11092   Male  62            0             0          Yes       Private
## 11094 Female  25            0             0           No       Private
## 11095 Female  28            0             0          Yes Self-employed
## 11096 Female  40            0             0          Yes       Private
## 11097 Female  60            0             0           No Self-employed
## 11099 Female  51            0             0          Yes       Private
## 11100   Male  70            0             0          Yes       Private
## 11101 Female  79            1             0          Yes Self-employed
## 11102 Female  56            0             1           No       Private
## 11103 Female  47            0             0           No       Private
## 11104 Female  66            0             0          Yes Self-employed
## 11105   Male  22            0             0           No       Private
## 11106   Male  82            0             0          Yes       Private
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## 11108 Female  42            0             0          Yes       Private
## 11110 Female  51            0             0          Yes       Private
## 11111 Female  39            0             0          Yes       Private
## 11112   Male  55            1             0          Yes       Private
## 11113 Female  58            1             0          Yes       Private
## 11114 Female  36            0             0          Yes       Private
## 11116 Female  72            0             0          Yes      Govt_job
## 11118 Female  43            0             0          Yes      Govt_job
## 11120   Male  32            0             0          Yes       Private
## 11121   Male  33            0             0          Yes       Private
## 11126 Female  22            0             0           No       Private
## 11127 Female  64            0             0          Yes       Private
## 11128   Male  67            0             0          Yes Self-employed
## 11129 Female  23            0             0           No       Private
## 11130 Female  26            1             0          Yes       Private
## 11131 Female  50            0             0          Yes      Govt_job
## 11132   Male  20            0             0           No       Private
## 11133   Male  27            0             0           No       Private
## 11136 Female  44            0             0          Yes       Private
## 11139 Female  66            0             0          Yes       Private
## 11141 Female  55            0             0          Yes Self-employed
## 11143   Male  48            0             0          Yes       Private
## 11144 Female  49            0             0          Yes      Govt_job
## 11147   Male  72            0             1          Yes Self-employed
## 11148 Female  72            0             0          Yes      Govt_job
## 11149 Female  45            0             0          Yes       Private
## 11150 Female  66            0             0          Yes      Govt_job
## 11151   Male  65            0             0          Yes Self-employed
## 11153   Male  57            0             0          Yes      Govt_job
## 11155   Male  13            0             0           No      children
## 11156   Male  58            0             0          Yes Self-employed
## 11157 Female  16            0             0           No       Private
## 11158 Female  46            0             0          Yes       Private
## 11159   Male  76            0             1          Yes Self-employed
## 11160   Male  52            0             0          Yes       Private
## 11161 Female  35            0             0          Yes       Private
## 11164 Female  21            0             0           No       Private
## 11165 Female  18            0             0           No       Private
## 11166 Female  75            0             1          Yes       Private
## 11167 Female  24            0             0          Yes       Private
## 11168 Female  59            0             0          Yes       Private
## 11169   Male  31            0             0           No       Private
## 11170 Female  48            0             0           No      Govt_job
## 11171 Female  79            0             1          Yes       Private
## 11172 Female  29            0             0          Yes       Private
## 11173   Male  25            0             0           No       Private
## 11174 Female  33            0             0          Yes      Govt_job
## 11175 Female  25            0             0           No      Govt_job
## 11177   Male  66            1             0          Yes       Private
## 11178   Male  65            0             0          Yes Self-employed
## 11179   Male  34            0             0          Yes       Private
## 11180   Male  67            0             0          Yes       Private
## 11183 Female  29            0             0           No      Govt_job
## 11184   Male  80            0             0          Yes       Private
## 11185   Male  56            0             0          Yes      Govt_job
## 11186 Female  32            0             0          Yes       Private
## 11187 Female  17            0             0           No       Private
## 11188   Male  80            0             0          Yes      Govt_job
## 11191 Female  74            0             0          Yes       Private
## 11192 Female  58            0             0          Yes      Govt_job
## 11193 Female  21            0             0           No       Private
## 11194   Male  37            0             0          Yes       Private
## 11195 Female  22            0             0           No       Private
## 11196 Female  43            0             0          Yes       Private
## 11198   Male  47            0             0          Yes      Govt_job
## 11199 Female  40            0             0          Yes       Private
## 11202 Female  48            0             0          Yes       Private
## 11203 Female  40            1             0          Yes      Govt_job
## 11204 Female  35            0             0          Yes      Govt_job
## 11205 Female  30            0             0           No       Private
## 11207 Female  54            0             0          Yes       Private
## 11211 Female  48            0             0          Yes      Govt_job
## 11212 Female  72            0             0          Yes       Private
## 11213 Female  26            0             0          Yes       Private
## 11214   Male  57            1             0          Yes      Govt_job
## 11215 Female  38            0             0           No       Private
## 11216   Male  78            0             0          Yes Self-employed
## 11217 Female  16            0             0           No       Private
## 11218 Female  62            0             0          Yes       Private
## 11220   Male  80            0             0          Yes Self-employed
## 11221 Female  47            0             0          Yes       Private
## 11222 Female  75            0             0          Yes Self-employed
## 11223   Male  58            0             0          Yes Self-employed
## 11224 Female  81            0             0          Yes       Private
## 11226 Female  72            0             0          Yes       Private
## 11227 Female  36            0             0          Yes       Private
## 11228   Male  50            0             0           No       Private
## 11229 Female  45            0             0          Yes       Private
## 11230 Female  52            0             1          Yes       Private
## 11231 Female  79            1             1          Yes       Private
## 11232   Male  43            0             0          Yes       Private
## 11233   Male  18            0             0           No       Private
## 11239   Male  38            0             0          Yes       Private
## 11240   Male  79            0             0          Yes       Private
## 11242   Male  31            0             0           No      Govt_job
## 11243   Male  51            0             0          Yes       Private
## 11244 Female  16            0             0           No       Private
## 11245 Female  46            0             0          Yes       Private
## 11246 Female  24            0             0           No       Private
## 11248   Male  82            0             0          Yes       Private
## 11249   Male  17            0             0           No       Private
## 11250   Male  19            0             0           No       Private
## 11251 Female  66            0             0          Yes      Govt_job
## 11254 Female  13            0             0           No      children
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## 11258 Female  42            0             0          Yes      Govt_job
## 11259   Male  49            1             0          Yes       Private
## 11260 Female  14            0             0           No Self-employed
## 11261   Male  73            0             0          Yes Self-employed
## 11263 Female  36            0             0          Yes       Private
## 11265   Male  24            0             0           No       Private
## 11266 Female  28            0             0          Yes       Private
## 11267   Male  49            0             0          Yes       Private
## 11268 Female  56            0             0          Yes       Private
## 11270 Female  60            0             0          Yes       Private
## 11272   Male  77            0             0           No       Private
## 11273   Male  25            0             0           No       Private
## 11275 Female  29            0             0          Yes       Private
## 11276 Female  21            0             0          Yes       Private
## 11277   Male  55            0             1          Yes       Private
## 11278 Female  70            0             0           No Self-employed
## 11279 Female  27            0             0          Yes       Private
## 11280   Male  50            0             0          Yes Self-employed
## 11281   Male  26            0             0          Yes       Private
## 11282   Male  61            0             0          Yes      Govt_job
## 11283 Female  82            0             0          Yes       Private
## 11285 Female  39            0             0          Yes       Private
## 11286   Male  74            0             1          Yes      Govt_job
## 11288   Male  49            0             0          Yes Self-employed
## 11290   Male  67            0             0          Yes       Private
## 11291 Female  71            0             0          Yes       Private
## 11292 Female  51            0             0           No       Private
## 11293   Male  72            1             0          Yes Self-employed
## 11294 Female  24            0             0           No       Private
## 11296   Male  35            0             0          Yes       Private
## 11297 Female  40            0             0          Yes       Private
## 11298   Male  19            0             0           No       Private
## 11301 Female  28            0             0           No       Private
## 11302 Female  51            0             0           No       Private
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## 11326 Female  67            0             0          Yes Self-employed
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## 11434 Female  25            0             0           No      Govt_job
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## 11439   Male  30            0             0          Yes       Private
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## 11444 Female  65            1             1          Yes Self-employed
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## 11449   Male  63            0             1          Yes Self-employed
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## 11508 Female  28            0             0          Yes      Govt_job
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## 11514 Female  46            0             0          Yes Self-employed
## 11516 Female  33            0             0           No      Govt_job
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## 11525   Male  48            0             0          Yes      Govt_job
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## 11536 Female  19            0             0           No       Private
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## 11539 Female  33            0             0          Yes Self-employed
## 11540 Female  51            0             0           No      Govt_job
## 11541 Female  70            0             0          Yes       Private
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## 11558   Male  54            1             0          Yes       Private
## 11559   Male  62            0             0          Yes       Private
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## 11565   Male  21            1             0           No       Private
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## 11568   Male  53            0             0          Yes       Private
## 11574 Female  52            1             0          Yes Self-employed
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## 11582 Female  61            0             0          Yes      Govt_job
## 11583 Female  78            0             1          Yes      Govt_job
## 11584 Female  23            0             0           No       Private
## 11585 Female  66            0             1          Yes       Private
## 11587 Female  28            0             0           No Self-employed
## 11589 Female  63            0             0          Yes       Private
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## 11592 Female  56            0             0          Yes       Private
## 11593 Female  53            1             0          Yes       Private
## 11594 Female  59            0             0          Yes Self-employed
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## 11598   Male  56            0             0          Yes      Govt_job
## 11599 Female  41            0             0          Yes      Govt_job
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## 11603 Female  21            0             0           No      Govt_job
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## 11605 Female  71            0             0          Yes Self-employed
## 11606 Female  65            0             0          Yes      Govt_job
## 11607   Male  65            1             0          Yes      Govt_job
## 11608   Male  38            0             0           No       Private
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## 11620 Female  41            0             0          Yes Self-employed
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## 11625   Male  68            1             0          Yes Self-employed
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## 11628   Male  26            0             0          Yes      Govt_job
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## 11631 Female  37            0             0          Yes       Private
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## 11637 Female  30            0             0           No      Govt_job
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## 11642   Male  67            0             1          Yes      Govt_job
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## 11645 Female  50            0             0          Yes      Govt_job
## 11646 Female  66            0             0          Yes Self-employed
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## 11650   Male  57            0             0          Yes Self-employed
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## 11663 Female  48            0             0          Yes      Govt_job
## 11664 Female  38            0             0          Yes      Govt_job
## 11665   Male  36            0             0           No Self-employed
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## 11668 Female  67            0             0          Yes      Govt_job
## 11669   Male  64            0             1          Yes       Private
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## 11672 Female  65            0             0          Yes      Govt_job
## 11673 Female  49            0             1          Yes      Govt_job
## 11674 Female  48            0             0          Yes Self-employed
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## 11678 Female  56            0             0          Yes      Govt_job
## 11681 Female  30            0             0           No       Private
## 11682 Female  79            0             0          Yes       Private
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## 11685   Male  42            0             0          Yes      Govt_job
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## 11692 Female  14            0             0           No       Private
## 11693   Male  48            0             0          Yes       Private
## 11695 Female  30            0             0          Yes       Private
## 11697 Female  34            0             1           No Self-employed
## 11699   Male  24            0             0           No       Private
## 11700 Female  20            0             0           No       Private
## 11701 Female  50            0             0          Yes       Private
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## 11703   Male  30            0             0          Yes       Private
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## 11715   Male  69            1             1          Yes      Govt_job
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## 11717   Male  47            0             0          Yes Self-employed
## 11718   Male  57            0             0          Yes       Private
## 11719   Male  57            0             0          Yes       Private
## 11720   Male  53            0             0          Yes       Private
## 11721   Male  69            0             0           No Self-employed
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## 11724   Male  58            0             0          Yes       Private
## 11725 Female  28            0             0           No      Govt_job
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## 11730 Female  69            1             0          Yes Self-employed
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## 11734   Male  55            0             0          Yes Self-employed
## 11735   Male  54            0             0           No      Govt_job
## 11736 Female  24            0             0           No       Private
## 11737   Male  54            0             0          Yes       Private
## 11738 Female  65            0             0          Yes Self-employed
## 11739 Female  34            0             0          Yes      Govt_job
## 11740 Female  18            0             0           No       Private
## 11741 Female  44            0             0          Yes Self-employed
## 11742 Female  79            1             0          Yes Self-employed
## 11743 Female  41            0             0          Yes Self-employed
## 11745   Male  46            0             0          Yes       Private
## 11746   Male  19            0             0           No      Govt_job
## 11748 Female  79            0             0           No       Private
## 11750   Male  67            1             0          Yes      Govt_job
## 11753 Female  69            0             0          Yes       Private
## 11754   Male  34            0             0           No Self-employed
## 11755 Female  59            0             0          Yes       Private
## 11757   Male  58            1             0          Yes       Private
## 11759 Female  30            0             0           No      Govt_job
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## 11761 Female  57            0             0          Yes Self-employed
## 11763 Female  51            0             0          Yes       Private
## 11764 Female  74            0             1          Yes Self-employed
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## 11767 Female  80            0             0          Yes      Govt_job
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## 11776 Female  54            0             0          Yes       Private
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## 11780   Male  58            0             0          Yes      Govt_job
## 11781 Female  74            1             0          Yes       Private
## 11782   Male  74            1             0          Yes Self-employed
## 11783   Male  18            0             0           No       Private
## 11784   Male  78            0             0          Yes       Private
## 11785   Male  37            0             0           No       Private
## 11787 Female  55            0             0          Yes Self-employed
## 11789   Male  61            0             0          Yes       Private
## 11790 Female  54            0             0          Yes Self-employed
## 11791 Female  36            0             0          Yes       Private
## 11792 Female  63            0             0          Yes      Govt_job
## 11793 Female  71            0             0          Yes       Private
## 11795 Female  25            0             0          Yes       Private
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## 11799 Female  40            0             0          Yes Self-employed
## 11800   Male  59            0             0          Yes Self-employed
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## 11803 Female  50            0             0          Yes       Private
## 11807   Male  45            1             0           No Self-employed
## 11808   Male  19            0             0           No       Private
## 11809   Male  32            1             0          Yes       Private
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## 11812   Male  60            0             0          Yes       Private
## 11813 Female  57            0             0          Yes       Private
## 11814 Female  59            1             0          Yes      Govt_job
## 11815 Female  47            0             0          Yes Self-employed
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## 11819 Female  78            0             0          Yes       Private
## 11821 Female  63            0             0          Yes       Private
## 11822   Male  35            0             0           No       Private
## 11823 Female  76            1             0          Yes Self-employed
## 11824   Male  46            0             0           No       Private
## 11825 Female  52            0             0          Yes      Govt_job
## 11826 Female  60            0             0          Yes       Private
## 11828 Female  20            0             0           No       Private
## 11829 Female  80            0             1          Yes       Private
## 11830 Female  58            1             0          Yes       Private
## 11832   Male  27            0             0          Yes       Private
## 11833   Male  26            0             0           No       Private
## 11834   Male  43            0             0          Yes       Private
## 11838 Female  27            0             0           No      Govt_job
## 11840 Female  47            0             0          Yes      Govt_job
## 11841 Female  33            0             0           No      Govt_job
## 11842 Female  18            0             0           No       Private
## 11843   Male  36            0             0          Yes       Private
## 11844 Female  48            0             0          Yes       Private
## 11845   Male  33            0             0          Yes Self-employed
## 11846 Female  60            0             0          Yes      Govt_job
## 11848   Male  59            0             0          Yes       Private
## 11849   Male  71            0             0          Yes       Private
## 11850 Female  42            0             0          Yes       Private
## 11852 Female  27            0             0           No       Private
## 11853   Male  36            0             0          Yes      Govt_job
## 11855   Male  21            0             0           No  Never_worked
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## 11860 Female  40            0             0          Yes       Private
## 11861 Female  64            0             0          Yes      Govt_job
## 11862 Female  37            0             0           No       Private
## 11864 Female  44            0             0          Yes       Private
## 11865   Male  49            0             0          Yes       Private
## 11866   Male  41            1             0          Yes       Private
## 11867 Female  53            0             0          Yes       Private
## 11868 Female  62            0             1          Yes       Private
## 11869   Male  68            1             1          Yes       Private
## 11871   Male  35            0             0           No       Private
## 11872   Male  50            0             0          Yes Self-employed
## 11873   Male  50            0             1          Yes      Govt_job
## 11874 Female  20            0             0           No       Private
## 11875   Male  49            0             0          Yes       Private
## 11876 Female  63            0             0          Yes       Private
## 11877 Female  76            0             0          Yes       Private
## 11878 Female  50            0             0          Yes      Govt_job
## 11879   Male  55            0             0          Yes       Private
## 11880 Female  62            0             0          Yes       Private
## 11881   Male  54            0             0          Yes Self-employed
## 11883 Female  16            0             0           No       Private
## 11884 Female  74            0             0          Yes       Private
## 11885 Female  72            0             0          Yes       Private
## 11887 Female  43            0             0          Yes       Private
## 11888   Male  30            0             0           No       Private
## 11889   Male  15            0             0           No      children
## 11890   Male  34            0             0          Yes      Govt_job
## 11892   Male  24            0             0           No       Private
## 11893   Male  58            0             0          Yes      Govt_job
## 11895 Female  60            0             0          Yes       Private
## 11897   Male  59            0             0          Yes       Private
## 11898 Female  55            0             0          Yes       Private
## 11900 Female  30            0             0           No      Govt_job
## 11903 Female  68            0             0          Yes       Private
## 11904 Female  69            0             0          Yes      Govt_job
## 11905 Female  36            0             0          Yes       Private
## 11907   Male  52            0             0          Yes       Private
## 11908   Male  36            1             0           No       Private
## 11909 Female  27            0             0          Yes       Private
## 11911 Female  35            0             0          Yes       Private
## 11912   Male  70            1             0          Yes       Private
## 11913 Female  43            0             0          Yes Self-employed
## 11914   Male  63            0             0           No      Govt_job
## 11915 Female  20            0             0           No       Private
## 11916 Female  58            0             0          Yes      Govt_job
## 11917 Female  58            0             0          Yes Self-employed
## 11918 Female  45            0             0          Yes       Private
## 11919 Female  39            0             0           No      Govt_job
## 11920   Male  71            0             0          Yes       Private
## 11923 Female  62            0             0          Yes      Govt_job
## 11925   Male  71            0             0          Yes       Private
## 11927   Male  49            0             0          Yes      Govt_job
## 11930 Female  66            0             0          Yes       Private
## 11931 Female  31            0             0           No      Govt_job
## 11933 Female  24            0             0           No       Private
## 11934   Male  73            0             1          Yes Self-employed
## 11935 Female  37            0             0          Yes       Private
## 11936 Female  61            0             0          Yes       Private
## 11937   Male  26            0             0           No       Private
## 11938 Female  35            0             0          Yes       Private
## 11940 Female  68            0             0          Yes Self-employed
## 11944   Male  69            0             0          Yes Self-employed
## 11945 Female  35            0             0          Yes       Private
## 11946   Male  79            0             0          Yes Self-employed
## 11947   Male  56            0             0          Yes Self-employed
## 11948   Male  79            0             0          Yes       Private
## 11949   Male  60            1             1          Yes      Govt_job
## 11951 Female  59            0             0          Yes       Private
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## 11957 Female  57            0             0          Yes      Govt_job
## 11958 Female  25            0             0          Yes       Private
## 11960 Female  70            0             0          Yes Self-employed
## 11962 Female  50            1             0          Yes       Private
## 11963 Female  76            0             0          Yes Self-employed
## 11964 Female  80            1             0          Yes Self-employed
## 11966 Female  21            0             0           No       Private
## 11967   Male  55            0             0          Yes       Private
## 11968   Male  40            1             0           No       Private
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## 11975 Female  46            0             0          Yes       Private
## 11977 Female  23            0             0           No       Private
## 11978 Female  40            0             0          Yes       Private
## 11979 Female  60            0             0          Yes       Private
## 11981 Female  74            0             0          Yes Self-employed
## 11983   Male  19            0             0           No       Private
## 11984   Male  72            0             0          Yes Self-employed
## 11985   Male  31            0             0          Yes      Govt_job
## 11988 Female  44            0             0          Yes       Private
## 11989 Female  25            0             0          Yes Self-employed
## 11990 Female  80            1             1          Yes       Private
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## 11992   Male  48            0             0          Yes Self-employed
## 11996 Female  32            0             0          Yes       Private
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## 12003   Male  64            1             0          Yes      Govt_job
## 12004 Female  23            0             0           No       Private
## 12005 Female  63            0             0          Yes       Private
## 12006   Male  73            0             0          Yes Self-employed
## 12007 Female  24            0             0           No      Govt_job
## 12009 Female  40            0             0          Yes       Private
## 12011   Male  22            0             0           No       Private
## 12012   Male  15            0             0           No       Private
## 12016   Male  14            0             0           No      children
## 12017   Male  27            0             0           No       Private
## 12018   Male  30            0             0          Yes       Private
## 12019   Male  49            0             0          Yes       Private
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## 12024 Female  30            0             0           No       Private
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## 12026   Male  30            1             0          Yes       Private
## 12027   Male  53            0             0          Yes       Private
## 12028   Male  21            0             0           No       Private
## 12029 Female  47            0             0          Yes      Govt_job
## 12031 Female  37            0             0          Yes       Private
## 12033   Male  66            0             0          Yes       Private
## 12035   Male  32            0             0          Yes       Private
## 12036 Female  79            1             1          Yes Self-employed
## 12037 Female  63            1             0          Yes       Private
## 12038 Female  15            0             0           No       Private
## 12040 Female  61            0             0          Yes Self-employed
## 12041 Female  40            0             0          Yes       Private
## 12042 Female  60            0             0          Yes      Govt_job
## 12043   Male  30            0             0          Yes      Govt_job
## 12044 Female  25            0             0          Yes       Private
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## 12052   Male  41            0             0          Yes       Private
## 12054   Male  14            0             0           No       Private
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## 12056   Male  36            0             0          Yes       Private
## 12057 Female  33            0             0          Yes       Private
## 12059 Female  50            0             0          Yes      Govt_job
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## 12061 Female  38            0             0          Yes      Govt_job
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## 12070   Male  64            0             0          Yes Self-employed
## 12074 Female  50            0             0          Yes      Govt_job
## 12075 Female  18            0             0           No       Private
## 12076 Female  45            0             0          Yes       Private
## 12077   Male  59            1             0          Yes       Private
## 12078 Female  76            0             0          Yes Self-employed
## 12079 Female  81            0             0          Yes       Private
## 12080   Male  38            0             0          Yes       Private
## 12081 Female  19            0             0           No       Private
## 12084 Female  78            0             0          Yes       Private
## 12086 Female  61            0             0          Yes       Private
## 12089 Female  43            0             0           No      Govt_job
## 12090 Female  56            0             0          Yes Self-employed
## 12091 Female  46            0             0          Yes       Private
## 12092 Female  51            0             0          Yes       Private
## 12093 Female  43            0             0          Yes      Govt_job
## 12095 Female  53            0             0          Yes       Private
## 12097 Female  54            0             0          Yes      Govt_job
## 12098   Male  45            0             0          Yes Self-employed
## 12100 Female  58            0             0          Yes       Private
## 12101 Female  28            0             0           No      Govt_job
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## 12104   Male  55            1             0          Yes      Govt_job
## 12106 Female  82            0             0          Yes Self-employed
## 12108   Male  51            0             0          Yes Self-employed
## 12109 Female  37            0             0          Yes       Private
## 12110   Male  56            0             0          Yes       Private
## 12111   Male  23            0             0           No       Private
## 12116 Female  80            0             0          Yes      Govt_job
## 12118 Female  22            0             0           No       Private
## 12119   Male  24            0             0           No       Private
## 12120 Female  65            1             0          Yes       Private
## 12122   Male  66            0             0          Yes      Govt_job
## 12124 Female  24            0             0           No       Private
## 12126 Female  51            0             0          Yes       Private
## 12127 Female  46            0             0          Yes       Private
## 12128 Female  80            0             1          Yes Self-employed
## 12129   Male  73            0             0          Yes Self-employed
## 12130 Female  53            0             0          Yes      Govt_job
## 12131 Female  73            0             0          Yes Self-employed
## 12134   Male  80            1             1          Yes       Private
## 12135 Female  57            0             0           No Self-employed
## 12136 Female  50            0             0          Yes       Private
## 12137   Male  64            0             0          Yes       Private
## 12138 Female  58            0             0          Yes      Govt_job
## 12139 Female  37            0             0          Yes Self-employed
## 12141 Female  40            0             0          Yes       Private
## 12142 Female  43            0             0          Yes      Govt_job
## 12143   Male  38            0             0           No Self-employed
## 12144   Male  62            0             0          Yes Self-employed
## 12146   Male  78            0             0          Yes       Private
## 12147   Male  77            0             0          Yes       Private
## 12148 Female  28            0             0           No       Private
## 12150 Female  27            0             0          Yes       Private
## 12151   Male  27            0             0          Yes       Private
## 12152   Male  52            1             0          Yes Self-employed
## 12153 Female  82            0             0          Yes       Private
## 12154 Female  22            0             0           No       Private
## 12155 Female  72            0             0          Yes       Private
## 12158 Female  13            0             0           No       Private
## 12159   Male  42            0             0          Yes       Private
## 12160 Female  27            0             0          Yes       Private
## 12162   Male  72            1             0          Yes Self-employed
## 12163   Male  51            0             0          Yes       Private
## 12164 Female  24            0             0          Yes       Private
## 12165 Female  61            0             0          Yes Self-employed
## 12166 Female  53            1             0          Yes       Private
## 12167 Female  51            0             0          Yes       Private
## 12168 Female  50            0             0          Yes Self-employed
## 12169 Female  48            0             0          Yes       Private
## 12170 Female  45            0             0          Yes      Govt_job
## 12171 Female  58            0             0           No Self-employed
## 12172 Female  34            0             0          Yes       Private
## 12179 Female  53            0             0          Yes      Govt_job
## 12180 Female  24            0             0           No      Govt_job
## 12181   Male  16            0             0           No       Private
## 12183   Male  77            1             0          Yes       Private
## 12184   Male  71            0             1          Yes Self-employed
## 12185 Female  47            0             0          Yes      Govt_job
## 12186 Female  52            0             0          Yes       Private
## 12187 Female  21            0             0          Yes       Private
## 12188 Female  11            0             0           No      children
## 12189 Female  49            0             0          Yes      Govt_job
## 12190   Male  68            1             0           No       Private
## 12191   Male  29            0             0           No       Private
## 12192 Female  47            0             0           No       Private
## 12194 Female  30            0             0          Yes       Private
## 12197 Female  51            0             0          Yes       Private
## 12198 Female  45            0             0          Yes      Govt_job
## 12199 Female  47            0             0          Yes       Private
## 12201   Male  60            0             0          Yes       Private
## 12202   Male  70            0             0          Yes       Private
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## 12207   Male  52            0             0          Yes      Govt_job
## 12208   Male  22            0             0           No       Private
## 12209   Male  44            0             0          Yes       Private
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## 12211   Male  58            0             0          Yes       Private
## 12213 Female  44            0             0          Yes       Private
## 12214   Male  42            0             0          Yes Self-employed
## 12215   Male  17            0             0           No       Private
## 12217 Female  79            0             0          Yes       Private
## 12218   Male  56            0             0          Yes       Private
## 12219   Male  51            0             0          Yes      Govt_job
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## 12223 Female  31            0             0          Yes       Private
## 12225   Male  72            0             0          Yes       Private
## 12226   Male  40            0             0          Yes Self-employed
## 12229   Male  40            0             0          Yes       Private
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## 12231   Male  33            1             0          Yes       Private
## 12234   Male  12            0             0           No      children
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## 12238   Male  41            0             0           No      Govt_job
## 12239 Female  50            0             0           No      Govt_job
## 12240   Male  68            0             0          Yes Self-employed
## 12241   Male  16            0             0           No       Private
## 12242 Female  77            0             0          Yes Self-employed
## 12243   Male  31            0             0           No       Private
## 12244 Female  60            0             0           No       Private
## 12246 Female  65            1             0          Yes       Private
## 12247 Female  78            0             0          Yes Self-employed
## 12249   Male  47            0             0           No       Private
## 12250 Female  69            0             0          Yes       Private
## 12251   Male  33            0             0          Yes      Govt_job
## 12252   Male  35            0             0          Yes       Private
## 12254   Male  55            0             0          Yes Self-employed
## 12255   Male  66            0             0          Yes       Private
## 12256   Male  49            1             0          Yes       Private
## 12257 Female  69            0             1          Yes Self-employed
## 12260 Female  56            0             0          Yes       Private
## 12262 Female  79            0             0          Yes      Govt_job
## 12264 Female  40            0             0          Yes       Private
## 12265 Female  42            0             0          Yes       Private
## 12267 Female  56            0             0          Yes       Private
## 12268 Female  53            0             0          Yes       Private
## 12269   Male  58            0             0          Yes Self-employed
## 12272   Male  56            0             0          Yes Self-employed
## 12273   Male  45            0             0          Yes       Private
## 12274   Male  45            0             0          Yes      Govt_job
## 12275 Female  55            0             0          Yes       Private
## 12276 Female  35            0             0          Yes       Private
## 12279 Female  13            0             0           No      children
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## 12283   Male  29            0             0           No      Govt_job
## 12284 Female  57            0             0          Yes Self-employed
## 12285 Female  30            0             0          Yes      Govt_job
## 12286   Male  53            0             0          Yes       Private
## 12287 Female  53            1             0          Yes Self-employed
## 12288   Male  37            0             0          Yes      Govt_job
## 12289 Female  26            0             0          Yes       Private
## 12290 Female  38            0             0          Yes       Private
## 12292   Male  28            0             0          Yes      Govt_job
## 12293 Female  38            1             0          Yes       Private
## 12295 Female  65            1             0          Yes Self-employed
## 12297 Female  66            0             0          Yes       Private
## 12298 Female  24            0             0          Yes       Private
## 12299 Female  68            1             0          Yes Self-employed
## 12300 Female  59            1             0          Yes      Govt_job
## 12301 Female  81            0             1           No Self-employed
## 12302 Female  76            1             0          Yes Self-employed
## 12303 Female  28            0             0          Yes       Private
## 12304 Female  34            0             0          Yes       Private
## 12305 Female  77            0             0          Yes       Private
## 12308 Female  48            0             0          Yes       Private
## 12312 Female  21            0             0           No Self-employed
## 12316 Female  33            0             0          Yes       Private
## 12317 Female  56            0             0          Yes       Private
## 12320 Female  16            0             0           No       Private
## 12322   Male  45            0             0          Yes       Private
## 12323 Female  46            0             0          Yes       Private
## 12324 Female  55            0             0          Yes       Private
## 12326   Male  59            0             0          Yes       Private
## 12327   Male  46            1             0           No Self-employed
## 12328   Male  68            0             0          Yes Self-employed
## 12329   Male  37            0             0          Yes       Private
## 12330 Female  56            1             0          Yes       Private
## 12331 Female  36            0             0          Yes       Private
## 12332   Male  58            1             1          Yes       Private
## 12334   Male  60            0             0          Yes      Govt_job
## 12335 Female  52            0             0          Yes       Private
## 12336   Male  40            0             0           No       Private
## 12337   Male  33            0             0          Yes       Private
## 12339 Female  65            0             0          Yes Self-employed
## 12340 Female  35            0             0          Yes       Private
## 12341 Female  41            0             0          Yes Self-employed
## 12342 Female  24            0             0           No       Private
## 12344 Female  45            0             0          Yes       Private
## 12345   Male  74            1             0          Yes       Private
## 12346   Male  51            0             0          Yes Self-employed
## 12347   Male  71            1             0          Yes       Private
## 12348   Male  12            0             0           No      children
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## 12350 Female  26            0             0           No       Private
## 12351   Male  56            0             0          Yes      Govt_job
## 12352 Female  25            0             0          Yes Self-employed
## 12353 Female  21            0             0           No       Private
## 12354 Female  46            1             0          Yes      Govt_job
## 12356 Female  41            0             0           No       Private
## 12357   Male  53            0             0          Yes Self-employed
## 12358 Female  35            0             0          Yes       Private
## 12359   Male  72            0             1          Yes Self-employed
## 12362 Female  64            0             1          Yes       Private
## 12364   Male  81            0             0          Yes       Private
## 12365 Female  31            0             0           No      Govt_job
## 12366   Male  72            0             0          Yes Self-employed
## 12368   Male  54            0             0          Yes      Govt_job
## 12369 Female  40            0             0           No      Govt_job
## 12371 Female  56            0             0          Yes Self-employed
## 12373 Female  57            0             0          Yes       Private
## 12374 Female  79            0             0          Yes Self-employed
## 12375   Male  47            0             0          Yes       Private
## 12376 Female  29            0             0          Yes       Private
## 12379   Male  55            0             0          Yes       Private
## 12380   Male  66            1             1          Yes       Private
## 12381   Male  53            0             0           No Self-employed
## 12384 Female  45            0             0          Yes Self-employed
## 12385   Male  18            0             0           No       Private
## 12386 Female  67            0             0          Yes Self-employed
## 12387 Female  78            0             0          Yes       Private
## 12388 Female  52            0             0          Yes       Private
## 12389   Male  12            0             0           No      children
## 12391   Male  73            0             0          Yes      Govt_job
## 12393 Female  42            0             0           No       Private
## 12394 Female  64            0             0          Yes Self-employed
## 12395   Male  49            0             0          Yes       Private
## 12398 Female  39            0             0          Yes      Govt_job
## 12400 Female  81            0             0          Yes       Private
## 12402 Female  55            1             0          Yes      Govt_job
## 12405 Female  82            0             0          Yes Self-employed
## 12406 Female  29            0             0          Yes Self-employed
## 12407 Female  46            0             0          Yes       Private
## 12409 Female  50            0             0           No Self-employed
## 12411   Male  78            0             1          Yes Self-employed
## 12412 Female  81            1             0          Yes Self-employed
## 12413   Male  35            0             0          Yes       Private
## 12414 Female  61            1             0          Yes      Govt_job
## 12415 Female  46            0             0          Yes       Private
## 12416 Female  52            0             0          Yes       Private
## 12417 Female  46            1             1          Yes Self-employed
## 12418   Male  78            0             0           No Self-employed
## 12420 Female  57            0             0          Yes       Private
## 12421 Female  82            0             0           No Self-employed
## 12422   Male  66            0             0           No       Private
## 12423 Female  80            0             0          Yes Self-employed
## 12425 Female  54            0             0          Yes      Govt_job
## 12426 Female  28            0             0          Yes       Private
## 12427   Male  76            1             1          Yes Self-employed
## 12431   Male  50            0             0          Yes       Private
## 12432 Female  47            1             0          Yes Self-employed
## 12433 Female  19            0             0           No       Private
## 12434   Male  49            0             0          Yes      Govt_job
## 12436   Male  29            0             0           No       Private
## 12437 Female  51            1             0          Yes       Private
## 12438 Female  80            0             0          Yes Self-employed
## 12439 Female  41            0             0           No      Govt_job
## 12440   Male  37            0             0          Yes       Private
## 12441 Female  51            0             0          Yes       Private
## 12442 Female  61            0             0          Yes       Private
## 12443   Male  16            0             0           No       Private
## 12444 Female  82            0             0          Yes Self-employed
## 12445 Female  73            0             0          Yes       Private
## 12448   Male  25            0             0          Yes       Private
## 12449 Female  21            0             0           No       Private
## 12450   Male  49            0             0          Yes Self-employed
## 12452   Male  32            0             0           No       Private
## 12453   Male  20            0             0           No       Private
## 12454 Female  15            0             0           No       Private
## 12455   Male  68            0             0          Yes       Private
## 12456 Female  38            0             0           No       Private
## 12458 Female  52            0             0          Yes       Private
## 12460 Female  69            1             0          Yes Self-employed
## 12461 Female  66            0             0          Yes      Govt_job
## 12462 Female  32            0             0          Yes       Private
## 12463   Male  64            0             0          Yes       Private
## 12464 Female  53            0             0          Yes       Private
## 12466 Female  58            0             0          Yes      Govt_job
## 12468 Female  78            0             1          Yes Self-employed
## 12469 Female  66            0             0          Yes       Private
## 12470 Female  59            0             0          Yes       Private
## 12472 Female  53            0             0          Yes       Private
## 12473 Female  35            0             0           No       Private
## 12474 Female  29            0             0          Yes       Private
## 12475 Female  22            0             0           No       Private
## 12477   Male  18            0             0           No       Private
## 12478 Female  36            0             0          Yes       Private
## 12479   Male  80            0             0          Yes Self-employed
## 12480 Female  37            0             0          Yes       Private
## 12481   Male  73            0             0          Yes       Private
## 12482 Female  38            0             0          Yes       Private
## 12483 Female  37            0             0          Yes       Private
## 12484 Female  55            0             0          Yes       Private
## 12485 Female  37            0             0          Yes       Private
## 12486 Female  52            0             0          Yes Self-employed
## 12487 Female  57            0             0          Yes       Private
## 12488 Female  63            0             0          Yes      Govt_job
## 12489 Female  43            0             0          Yes      Govt_job
## 12492 Female  81            0             0          Yes Self-employed
## 12493 Female  69            0             1          Yes       Private
## 12494 Female  32            0             0          Yes       Private
## 12495 Female  10            0             0           No      children
## 12496 Female  78            0             0          Yes       Private
## 12498   Male  54            0             0          Yes       Private
## 12501   Male  73            0             0          Yes Self-employed
## 12503 Female  24            0             0           No       Private
## 12504 Female  65            0             0          Yes Self-employed
## 12505 Female  18            0             0           No       Private
## 12507 Female  51            0             0          Yes Self-employed
## 12510 Female  18            0             0           No       Private
## 12512 Female  61            0             0          Yes       Private
## 12515   Male  53            0             0          Yes       Private
## 12517   Male  54            0             0           No       Private
## 12519 Female  52            1             0          Yes       Private
## 12521   Male  32            0             0          Yes       Private
## 12522   Male  73            0             0          Yes      Govt_job
## 12524 Female  76            0             0          Yes      Govt_job
## 12525 Female  42            0             0          Yes       Private
## 12527 Female  23            0             0           No      Govt_job
## 12528 Female  66            1             0          Yes      Govt_job
## 12529   Male  55            0             0          Yes Self-employed
## 12530   Male  48            0             0          Yes Self-employed
## 12531 Female  65            0             0          Yes       Private
## 12532 Female  73            0             0          Yes Self-employed
## 12535 Female  70            0             1          Yes Self-employed
## 12536 Female  80            0             0          Yes Self-employed
## 12538 Female  47            0             0          Yes       Private
## 12542   Male  40            0             0          Yes       Private
## 12543 Female  61            0             0          Yes       Private
## 12545 Female  60            0             0          Yes       Private
## 12546 Female  71            0             0          Yes      Govt_job
## 12547 Female  43            0             0          Yes      Govt_job
## 12548 Female  37            0             0          Yes       Private
## 12549 Female  45            0             0          Yes       Private
## 12550 Female  55            0             0          Yes       Private
## 12551 Female  61            0             0          Yes       Private
## 12553 Female  71            0             1          Yes       Private
## 12554 Female  64            0             0           No      Govt_job
## 12555   Male  44            0             0          Yes      Govt_job
## 12556   Male  46            0             0          Yes       Private
## 12557 Female  58            0             0          Yes       Private
## 12559   Male  63            0             0          Yes Self-employed
## 12560   Male  36            0             0          Yes       Private
## 12561   Male  79            0             1          Yes       Private
## 12562 Female  63            0             0          Yes       Private
## 12564 Female  28            0             0          Yes       Private
## 12566 Female  33            0             0          Yes       Private
## 12567 Female  56            0             0          Yes       Private
## 12568   Male  30            0             0          Yes       Private
## 12569 Female  81            1             0          Yes       Private
## 12572   Male  46            0             0          Yes      Govt_job
## 12573   Male  55            0             0          Yes       Private
## 12574   Male  63            0             0          Yes       Private
## 12575   Male  50            0             0           No       Private
## 12576 Female  53            0             0          Yes Self-employed
## 12577 Female  26            0             0           No       Private
## 12579   Male  46            0             0          Yes       Private
## 12580   Male  67            1             0          Yes       Private
## 12581   Male  40            0             0          Yes Self-employed
## 12582   Male  33            0             0          Yes       Private
## 12583 Female  40            0             0          Yes      Govt_job
## 12584   Male  69            0             0          Yes       Private
## 12585 Female  32            0             0           No       Private
## 12586 Female  50            0             1          Yes       Private
## 12588   Male  45            0             0          Yes       Private
## 12590 Female  61            0             0          Yes       Private
## 12591 Female  20            0             0           No       Private
## 12592 Female  46            0             0          Yes Self-employed
## 12594 Female  39            0             0          Yes       Private
## 12595   Male  34            0             0          Yes       Private
## 12598 Female  36            0             0          Yes       Private
## 12599 Female  17            0             0           No       Private
## 12600   Male  69            1             1          Yes Self-employed
## 12602   Male  62            1             0          Yes       Private
## 12604 Female  30            0             0           No      Govt_job
## 12606 Female  63            0             0          Yes      Govt_job
## 12607 Female  72            0             0          Yes Self-employed
## 12609 Female  35            0             0          Yes      Govt_job
## 12610 Female  56            0             0           No       Private
## 12611   Male  32            0             0          Yes      Govt_job
## 12612 Female  25            0             0          Yes       Private
## 12614 Female  48            0             0          Yes       Private
## 12615 Female  44            0             0          Yes      Govt_job
## 12616   Male  58            0             0          Yes       Private
## 12617 Female  65            0             0          Yes       Private
## 12618 Female  63            0             0          Yes Self-employed
## 12621   Male  67            0             0          Yes Self-employed
## 12623 Female  63            0             0           No Self-employed
## 12624 Female  81            0             0          Yes       Private
## 12625 Female  59            0             0          Yes       Private
## 12627 Female  33            0             0          Yes       Private
## 12628 Female  54            0             0          Yes       Private
## 12629 Female  29            0             0          Yes       Private
## 12630   Male  74            0             0          Yes Self-employed
## 12631 Female  71            0             0          Yes Self-employed
## 12633 Female  61            0             0          Yes       Private
## 12634   Male  55            1             0          Yes       Private
## 12635 Female  39            0             0           No      Govt_job
## 12636   Male  62            0             0          Yes       Private
## 12638 Female  29            0             0           No       Private
## 12639 Female  67            0             0          Yes       Private
## 12640   Male  31            0             0           No       Private
## 12641   Male  35            1             0          Yes       Private
## 12643   Male  32            0             0           No       Private
## 12644   Male  54            0             0          Yes       Private
## 12645 Female  33            0             0          Yes       Private
## 12646   Male  25            0             0           No       Private
## 12647 Female  57            0             0          Yes       Private
## 12649 Female  15            0             0           No       Private
## 12651 Female  70            0             0          Yes       Private
## 12652 Female  58            0             0          Yes       Private
## 12653 Female  45            0             0          Yes       Private
## 12654 Female  63            0             0          Yes Self-employed
## 12656 Female  62            0             0          Yes       Private
## 12657   Male  70            0             0          Yes Self-employed
## 12659 Female  68            0             0          Yes       Private
## 12660 Female  38            0             0          Yes       Private
## 12662   Male  66            0             0           No       Private
## 12663 Female  47            0             0          Yes       Private
## 12664   Male  42            0             0          Yes      Govt_job
## 12665   Male  43            0             0          Yes      Govt_job
## 12667 Female  54            0             0           No       Private
## 12668 Female  69            0             0          Yes       Private
## 12670 Female  46            0             0          Yes       Private
## 12671   Male  62            0             0          Yes       Private
## 12672 Female  58            0             0          Yes Self-employed
## 12673 Female  67            0             0          Yes       Private
## 12674 Female  78            1             1          Yes Self-employed
## 12675 Female  74            0             0          Yes       Private
## 12676 Female  40            0             0           No       Private
## 12677   Male  22            0             0           No       Private
## 12679   Male  73            0             0          Yes       Private
## 12680   Male  55            0             0          Yes      Govt_job
## 12682 Female  51            0             0          Yes      Govt_job
## 12683   Male  29            0             0          Yes       Private
## 12684 Female  48            0             0          Yes      Govt_job
## 12685   Male  38            0             0          Yes       Private
## 12686 Female  30            0             0           No       Private
## 12689   Male  33            0             0          Yes      Govt_job
## 12691 Female  71            0             0          Yes Self-employed
## 12692 Female  26            0             0           No       Private
## 12693   Male  16            0             0           No       Private
## 12694   Male  14            0             0           No       Private
## 12696   Male  56            0             0          Yes       Private
## 12699 Female  25            0             0          Yes       Private
## 12700   Male  82            0             0          Yes       Private
## 12701   Male  77            1             0          Yes       Private
## 12702   Male  39            0             1          Yes       Private
## 12703   Male  60            0             0          Yes       Private
## 12704   Male  28            0             0           No       Private
## 12705 Female  41            0             0          Yes       Private
## 12707 Female  56            1             0          Yes      Govt_job
## 12708   Male  24            0             0          Yes       Private
## 12709 Female  31            1             0          Yes       Private
## 12710 Female  35            0             0          Yes       Private
## 12713 Female  47            0             0           No       Private
## 12714   Male  61            0             0          Yes      Govt_job
## 12716 Female  40            0             0          Yes       Private
## 12718 Female  26            0             0           No       Private
## 12719 Female  63            1             0          Yes       Private
## 12721   Male  67            0             0          Yes       Private
## 12722   Male  72            0             0           No       Private
## 12723 Female  31            0             0           No      Govt_job
## 12724   Male  61            0             0          Yes       Private
## 12727   Male  66            0             0          Yes       Private
## 12730 Female  49            0             1          Yes       Private
## 12732   Male  31            0             0          Yes       Private
## 12733 Female  34            0             0           No       Private
## 12734   Male  60            0             0          Yes       Private
## 12735   Male  26            0             0           No       Private
## 12736 Female  33            0             0           No Self-employed
## 12737   Male  61            0             0          Yes       Private
## 12738 Female  77            0             0          Yes Self-employed
## 12739 Female  14            0             0           No  Never_worked
## 12740 Female  41            0             0          Yes      Govt_job
## 12741 Female  47            0             0          Yes       Private
## 12742   Male  43            0             0          Yes       Private
## 12744 Female  42            1             0          Yes       Private
## 12745 Female  47            0             0          Yes       Private
## 12746   Male  80            0             0          Yes       Private
## 12747 Female  41            0             0          Yes       Private
## 12749 Female  75            1             0          Yes       Private
## 12750 Female  47            0             0          Yes       Private
## 12752   Male  60            0             0          Yes       Private
## 12755 Female  50            0             0          Yes       Private
## 12758   Male  62            0             0          Yes       Private
## 12759 Female  51            0             0          Yes Self-employed
## 12760   Male  32            0             0          Yes       Private
## 12761   Male  78            0             0          Yes Self-employed
## 12762 Female  38            0             0          Yes      Govt_job
## 12763   Male  53            0             0           No       Private
## 12764 Female  56            0             0          Yes      Govt_job
## 12766   Male  54            0             0          Yes      Govt_job
## 12767 Female  64            0             0          Yes       Private
## 12768 Female  44            0             0           No       Private
## 12769 Female  30            0             0          Yes       Private
## 12770   Male  13            0             0           No       Private
## 12772   Male  51            0             0          Yes Self-employed
## 12773 Female  17            0             0           No       Private
## 12774 Female  60            0             0          Yes       Private
## 12775 Female  40            0             0          Yes      Govt_job
## 12777 Female  31            0             0          Yes      Govt_job
## 12778   Male  60            0             1          Yes       Private
## 12779   Male  49            0             0          Yes      Govt_job
## 12781 Female  48            0             0          Yes       Private
## 12782   Male  25            0             0           No       Private
## 12783   Male  45            0             0          Yes       Private
## 12784 Female  49            0             0          Yes      Govt_job
## 12785 Female  33            0             0          Yes       Private
## 12787   Male  71            0             0          Yes Self-employed
## 12788   Male  63            0             0          Yes       Private
## 12790   Male  56            0             0          Yes       Private
## 12792 Female  33            0             0          Yes      Govt_job
## 12793 Female  81            0             0          Yes Self-employed
## 12794 Female  42            0             0          Yes       Private
## 12795 Female  48            0             0          Yes       Private
## 12797 Female  44            1             0          Yes       Private
## 12799 Female  76            1             1          Yes       Private
## 12800 Female  61            0             0           No       Private
## 12802 Female  62            0             0          Yes Self-employed
## 12804 Female  46            0             0          Yes       Private
## 12805   Male  63            1             0           No       Private
## 12807 Female  81            1             0          Yes Self-employed
## 12809 Female  58            0             0          Yes Self-employed
## 12812   Male  47            0             1          Yes       Private
## 12813 Female  67            1             1          Yes Self-employed
## 12814   Male  54            0             0          Yes      Govt_job
## 12815 Female  41            0             0           No       Private
## 12816   Male  19            0             0           No       Private
## 12817   Male  44            0             0          Yes      Govt_job
## 12818 Female  14            0             0           No      children
## 12820 Female  67            1             0          Yes       Private
## 12821 Female  25            0             0           No       Private
## 12822 Female  30            0             0          Yes       Private
## 12823 Female  46            0             0          Yes Self-employed
## 12824 Female  50            0             0          Yes       Private
## 12825 Female  52            1             0          Yes       Private
## 12826 Female  39            0             0          Yes       Private
## 12827   Male  20            0             0           No      Govt_job
## 12828 Female  48            0             0          Yes       Private
## 12829 Female  46            0             0          Yes      Govt_job
## 12830   Male  78            0             0          Yes Self-employed
## 12831 Female  46            0             0          Yes       Private
## 12833   Male  78            0             1          Yes       Private
## 12834 Female  24            0             0           No       Private
## 12835   Male  78            1             1          Yes       Private
## 12836 Female  81            0             0          Yes Self-employed
## 12837   Male  69            0             0          Yes Self-employed
## 12839 Female  67            0             0          Yes       Private
## 12841 Female  79            0             1           No       Private
## 12842   Male  81            0             0          Yes       Private
## 12844   Male  36            0             0          Yes Self-employed
## 12845   Male  29            0             0           No       Private
## 12846   Male  55            0             0          Yes       Private
## 12848 Female  22            0             0           No       Private
## 12849   Male  46            0             0          Yes      Govt_job
## 12850   Male  72            0             0          Yes      Govt_job
## 12851 Female  63            0             0          Yes Self-employed
## 12854 Female  23            0             0          Yes      Govt_job
## 12855   Male  32            0             0          Yes Self-employed
## 12856 Female  55            0             0          Yes       Private
## 12857   Male  55            0             0          Yes      Govt_job
## 12859 Female  73            0             0          Yes       Private
## 12860 Female  68            1             0          Yes Self-employed
## 12862   Male  40            0             0          Yes       Private
## 12863 Female  36            0             0           No Self-employed
## 12864 Female  65            0             0          Yes       Private
## 12865   Male  44            0             0          Yes       Private
## 12866   Male  55            1             0          Yes  Never_worked
## 12867 Female  60            0             0          Yes       Private
## 12868 Female  50            1             0          Yes       Private
## 12870   Male  68            1             0          Yes       Private
## 12871 Female  64            0             0          Yes Self-employed
## 12872   Male  21            0             0           No      Govt_job
## 12873   Male  59            0             0          Yes       Private
## 12875   Male  39            0             0           No Self-employed
## 12876 Female  77            1             0          Yes Self-employed
## 12877   Male  78            0             0          Yes Self-employed
## 12878 Female  34            0             0          Yes       Private
## 12879 Female  34            0             0          Yes       Private
## 12880 Female  82            0             1           No       Private
## 12882   Male  77            0             0          Yes       Private
## 12884   Male  17            0             0           No       Private
## 12885   Male  44            0             0          Yes       Private
## 12887 Female  78            0             0          Yes       Private
## 12888 Female  55            1             1          Yes       Private
## 12889 Female  29            0             0          Yes       Private
## 12890 Female  70            0             0          Yes       Private
## 12891 Female  54            0             0          Yes       Private
## 12892   Male  41            0             0          Yes       Private
## 12894   Male  15            0             0           No       Private
## 12895   Male  72            0             0          Yes       Private
## 12896 Female  78            0             0           No Self-employed
## 12897 Female  59            1             0          Yes       Private
## 12898 Female  74            0             1          Yes       Private
## 12899 Female  80            0             0          Yes Self-employed
## 12900   Male  67            0             1          Yes       Private
## 12902 Female  52            0             0          Yes       Private
## 12904 Female  13            0             0           No      children
## 12905   Male  24            0             0          Yes       Private
## 12906   Male  48            1             0          Yes       Private
## 12907 Female  13            0             0           No      children
## 12909 Female  63            0             0          Yes       Private
## 12910 Female  55            0             1          Yes Self-employed
## 12912   Male  20            0             0           No      Govt_job
## 12913   Male  71            0             0          Yes Self-employed
## 12914 Female  14            0             0           No  Never_worked
## 12915 Female  58            0             0          Yes       Private
## 12916 Female  51            0             0          Yes       Private
## 12917   Male  36            0             0          Yes       Private
## 12919 Female  19            0             0           No       Private
## 12920 Female  74            0             0          Yes      Govt_job
## 12921 Female  23            0             0           No      Govt_job
## 12922 Female  18            0             0           No       Private
## 12923 Female  42            0             0          Yes      Govt_job
## 12924 Female  60            0             0          Yes       Private
## 12925 Female  62            0             0          Yes      Govt_job
## 12926 Female  74            0             0          Yes Self-employed
## 12927 Female  55            0             0          Yes       Private
## 12929 Female  68            1             0          Yes Self-employed
## 12930 Female  56            0             0          Yes       Private
## 12933 Female  20            0             0           No       Private
## 12935 Female  53            0             0          Yes      Govt_job
## 12936   Male  26            0             0           No       Private
## 12937   Male  45            0             0          Yes      Govt_job
## 12939   Male  66            0             0          Yes       Private
## 12941 Female  42            0             0          Yes Self-employed
## 12942   Male  40            0             0          Yes       Private
## 12943   Male  53            0             0          Yes       Private
## 12944 Female  81            0             0          Yes Self-employed
## 12945   Male  82            0             0          Yes Self-employed
## 12946   Male  51            0             0          Yes Self-employed
## 12949 Female  81            0             0          Yes Self-employed
## 12950   Male  27            0             0           No       Private
## 12951 Female  46            0             0          Yes       Private
## 12952 Female  59            0             0          Yes       Private
## 12953 Female  27            0             0          Yes       Private
## 12954   Male  41            0             0           No       Private
## 12955 Female  44            0             0          Yes      Govt_job
## 12956 Female  50            0             0          Yes       Private
## 12957 Female  32            0             0          Yes       Private
## 12959 Female  45            1             0          Yes      Govt_job
## 12960 Female  68            0             0          Yes Self-employed
## 12961 Female  51            0             0          Yes       Private
## 12964   Male  47            0             0          Yes      Govt_job
## 12965 Female  11            0             0           No      children
## 12966   Male  55            1             0          Yes Self-employed
## 12967   Male  52            0             0          Yes Self-employed
## 12968   Male  63            0             0          Yes       Private
## 12969 Female  70            1             0          Yes       Private
## 12971 Female  69            0             0          Yes       Private
## 12972 Female  40            0             0          Yes       Private
## 12973 Female  59            1             0          Yes      Govt_job
## 12977 Female  21            0             0           No       Private
## 12979 Female  57            1             0          Yes      Govt_job
## 12980   Male  57            0             0          Yes Self-employed
## 12981   Male  30            0             0           No       Private
## 12983   Male  68            0             1          Yes Self-employed
## 12984   Male  54            0             0          Yes Self-employed
## 12985 Female  55            0             0          Yes       Private
## 12986   Male  70            0             0          Yes       Private
## 12987 Female  19            0             0           No       Private
## 12989 Female  38            0             0          Yes      Govt_job
## 12991 Female  70            1             1           No       Private
## 12993 Female  21            0             0           No       Private
## 12994 Female  23            0             0           No       Private
## 12996 Female  27            0             0           No       Private
## 12997 Female  36            0             0           No      Govt_job
## 12998 Female  44            0             0           No       Private
## 13001   Male  31            0             0           No       Private
## 13003 Female  51            0             0          Yes       Private
## 13005 Female  22            0             0           No       Private
##       Residence_type avg_glucose_level  bmi  smoking_status stroke
## 2              Urban             87.96 39.2    never smoked      0
## 4              Rural             69.04 35.9 formerly smoked      0
## 7              Urban             77.59 17.7 formerly smoked      0
## 8              Rural            243.53 27.0    never smoked      0
## 9              Rural             77.67 32.3          smokes      0
## 10             Urban            205.84 54.6    never smoked      0
## 12             Urban             57.08 22.0 formerly smoked      0
## 13             Rural            162.96 39.4    never smoked      0
## 14             Rural             73.50 26.1 formerly smoked      0
## 15             Rural             95.04 42.4    never smoked      0
## 16             Rural             85.37 33.0    never smoked      0
## 17             Urban             84.62 19.7          smokes      0
## 18             Rural             82.67 22.5    never smoked      0
## 19             Urban             57.33 24.6          smokes      0
## 20             Urban             67.84 25.2          smokes      0
## 22             Rural            129.54 60.9          smokes      0
## 23             Rural             60.22 31.5          smokes      0
## 24             Urban            198.21 27.3 formerly smoked      0
## 25             Urban            109.82 23.7    never smoked      0
## 26             Urban             60.84 24.5    never smoked      0
## 27             Rural             94.61 28.4          smokes      0
## 28             Rural             97.49 26.9    never smoked      0
## 29             Rural            206.72 26.7    never smoked      0
## 30             Rural            214.45 31.2    never smoked      0
## 33             Urban             55.78 27.5          smokes      0
## 37             Rural             62.60 25.1 formerly smoked      0
## 38             Urban             94.09 30.9    never smoked      0
## 41             Urban            117.92 29.4          smokes      0
## 45             Urban            190.70 36.0 formerly smoked      0
## 47             Urban            113.63 27.5          smokes      0
## 48             Rural            141.24 28.5    never smoked      0
## 49             Rural             56.96 26.8          smokes      0
## 50             Rural            203.04 33.6    never smoked      0
## 53             Urban            137.74 34.9 formerly smoked      0
## 54             Rural             81.84 25.1    never smoked      0
## 55             Rural            242.30 35.3          smokes      0
## 56             Rural            102.64 26.4          smokes      0
## 57             Urban            146.01 31.5          smokes      0
## 60             Urban             61.45 36.7          smokes      0
## 61             Rural             88.19 29.3 formerly smoked      0
## 64             Urban            228.69 36.6 formerly smoked      1
## 66             Rural             79.83 27.9          smokes      0
## 67             Urban            218.46 34.3    never smoked      0
## 68             Rural             62.20 31.0 formerly smoked      0
## 69             Urban             69.15 27.7 formerly smoked      0
## 70             Rural            127.71 36.0    never smoked      0
## 71             Rural            216.70 38.7 formerly smoked      0
## 72             Urban             71.89 27.6    never smoked      0
## 77             Urban             95.10 24.3 formerly smoked      0
## 78             Rural            234.58 34.3 formerly smoked      0
## 79             Rural            235.85 40.1    never smoked      0
## 81             Rural             89.44 21.9          smokes      0
## 82             Rural            202.21 27.7    never smoked      1
## 83             Rural            111.38 38.4          smokes      0
## 84             Urban            243.50 26.1    never smoked      0
## 85             Urban            182.20 30.5 formerly smoked      0
## 86             Urban            229.92 25.9          smokes      0
## 87             Urban             82.24 54.7 formerly smoked      0
## 91             Urban            215.60 24.9    never smoked      0
## 92             Rural             91.61 25.2    never smoked      0
## 93             Rural            138.16 19.4    never smoked      0
## 94             Urban             75.23 29.0    never smoked      0
## 95             Rural             75.18 48.2 formerly smoked      0
## 96             Urban            106.23 27.7 formerly smoked      0
## 97             Urban            239.64 34.6 formerly smoked      0
## 98             Urban             58.95 24.6    never smoked      0
## 99             Urban             99.92 25.8    never smoked      0
## 100            Rural            116.23 26.1    never smoked      0
## 101            Urban            118.82 29.0 formerly smoked      0
## 102            Rural             66.30 27.2    never smoked      0
## 103            Urban            101.41 20.7          smokes      0
## 104            Urban            200.28 30.0 formerly smoked      0
## 105            Urban            136.80 37.3    never smoked      0
## 106            Rural             96.57 34.1    never smoked      0
## 107            Rural             66.42 23.6    never smoked      0
## 108            Urban             98.09 25.2          smokes      0
## 109            Rural            205.23 39.5    never smoked      0
## 110            Urban             86.78 23.5          smokes      0
## 111            Rural            126.82 23.3    never smoked      0
## 112            Urban             78.40 64.8    never smoked      0
## 113            Urban             63.69 28.1          smokes      0
## 114            Urban            209.58 27.7    never smoked      0
## 115            Rural             89.86 24.4    never smoked      0
## 116            Rural            110.99 29.8 formerly smoked      0
## 119            Rural            210.78 32.3 formerly smoked      0
## 120            Rural            118.89 43.6    never smoked      0
## 121            Rural             72.55 21.0    never smoked      0
## 122            Rural            107.41 47.3    never smoked      0
## 124            Rural             74.91 37.5    never smoked      0
## 125            Urban             80.05 24.2    never smoked      0
## 126            Urban             99.80 31.6    never smoked      0
## 127            Rural             91.97 21.6 formerly smoked      0
## 128            Rural             64.40 31.0          smokes      0
## 129            Rural             73.02 31.1    never smoked      0
## 133            Rural             68.76 35.6 formerly smoked      0
## 135            Urban            101.52 41.8    never smoked      0
## 136            Rural            109.51 41.9    never smoked      0
## 139            Urban             91.72 29.2    never smoked      0
## 140            Urban            251.60 27.1    never smoked      0
## 141            Urban            123.10 37.9    never smoked      0
## 142            Rural            105.92 32.5    never smoked      1
## 143            Rural             97.40 44.6 formerly smoked      0
## 144            Rural             68.34 22.8 formerly smoked      0
## 145            Urban             80.81 33.2    never smoked      0
## 146            Rural            120.31 22.3          smokes      0
## 147            Rural             83.51 26.4    never smoked      0
## 148            Urban             74.09 39.6    never smoked      0
## 149            Urban             91.60 28.1    never smoked      0
## 150            Urban             87.52 39.2    never smoked      0
## 151            Rural            213.37 36.0    never smoked      0
## 152            Rural             75.39 37.8    never smoked      0
## 153            Rural            122.41 40.3          smokes      0
## 154            Rural            223.36 41.5 formerly smoked      0
## 156            Urban             70.16 21.2    never smoked      0
## 158            Urban             80.88 23.8          smokes      0
## 160            Urban             70.21 24.8    never smoked      0
## 162            Rural            101.37 37.9    never smoked      0
## 163            Rural            105.22 31.1    never smoked      0
## 166            Rural            178.29 36.1    never smoked      0
## 167            Rural             81.60 36.3          smokes      0
## 169            Urban             86.86 25.4    never smoked      0
## 170            Rural             71.16 46.5          smokes      0
## 172            Urban            203.81 46.6    never smoked      0
## 173            Rural             82.00 26.4    never smoked      0
## 174            Urban             97.55 26.2    never smoked      0
## 178            Urban             73.73 34.4 formerly smoked      0
## 179            Urban             79.58 22.2    never smoked      0
## 181            Rural            205.26 40.3    never smoked      0
## 182            Rural             58.63 28.4          smokes      0
## 183            Rural            139.90 31.7          smokes      0
## 184            Urban            211.03 34.2 formerly smoked      0
## 185            Urban             72.79 54.7    never smoked      0
## 186            Rural             91.65 24.6 formerly smoked      0
## 187            Rural             79.92 27.7          smokes      0
## 188            Rural            225.47 36.9    never smoked      0
## 189            Urban             94.48 31.1    never smoked      0
## 190            Urban             82.34 31.9    never smoked      0
## 191            Urban            180.63 31.8 formerly smoked      0
## 193            Rural            116.66 28.5 formerly smoked      0
## 194            Urban            112.09 29.5    never smoked      0
## 195            Urban            130.34 22.0    never smoked      0
## 196            Urban             82.59 29.4    never smoked      0
## 202            Rural            104.21 36.8    never smoked      0
## 204            Urban             68.19 31.0    never smoked      0
## 205            Rural             97.53 29.4          smokes      0
## 206            Urban            122.31 15.3    never smoked      0
## 207            Urban             83.51 37.1    never smoked      0
## 209            Rural            112.06 38.2    never smoked      0
## 210            Urban             92.14 23.2    never smoked      0
## 211            Rural            201.76 30.2 formerly smoked      0
## 212            Urban             74.44 45.2          smokes      0
## 217            Rural            103.78 49.8 formerly smoked      0
## 218            Rural            115.43 27.8    never smoked      0
## 219            Rural             95.59 25.1    never smoked      0
## 220            Rural            101.52 26.8          smokes      0
## 221            Rural            170.05 60.2          smokes      0
## 222            Rural            217.30 27.5    never smoked      0
## 223            Urban            196.01 28.1    never smoked      0
## 225            Rural            100.09 27.4    never smoked      0
## 226            Rural             93.88 22.2    never smoked      0
## 227            Rural             75.05 22.9          smokes      0
## 228            Rural             70.08 26.6    never smoked      0
## 229            Urban             74.20 23.0          smokes      0
## 230            Rural             69.01 32.6    never smoked      0
## 233            Urban             87.24 22.5 formerly smoked      0
## 234            Rural            198.69 27.7          smokes      0
## 239            Rural            132.08 31.6          smokes      0
## 240            Urban             98.99 31.2    never smoked      0
## 241            Rural            104.48 21.7    never smoked      0
## 243            Rural             79.14 25.0 formerly smoked      0
## 246            Rural             80.98 29.7 formerly smoked      0
## 248            Rural             69.24 51.0    never smoked      0
## 249            Rural            111.19 39.7 formerly smoked      0
## 250            Urban             93.28 34.7    never smoked      0
## 252            Rural            129.53 21.3    never smoked      0
## 254            Urban             93.73 23.9          smokes      0
## 255            Urban             77.49 36.0 formerly smoked      0
## 256            Urban             65.38 41.2 formerly smoked      0
## 257            Urban             94.18 27.1    never smoked      0
## 258            Urban            171.23 34.4          smokes      1
## 260            Urban             96.29 25.4          smokes      0
## 261            Rural             74.64 30.7          smokes      0
## 262            Urban             96.99 34.8 formerly smoked      0
## 265            Rural            174.12 24.0    never smoked      1
## 266            Rural             84.79 35.7    never smoked      0
## 267            Rural             78.75 37.8 formerly smoked      0
## 268            Rural             82.93 29.7          smokes      0
## 269            Urban             88.78 35.8          smokes      0
## 270            Urban            122.10 23.6          smokes      0
## 271            Rural             74.81 39.7          smokes      0
## 272            Urban            183.45 40.5          smokes      0
## 273            Urban            114.94 21.4    never smoked      0
## 274            Rural            104.38 40.8 formerly smoked      0
## 277            Urban             73.31 45.0    never smoked      0
## 278            Urban             68.52 26.2    never smoked      0
## 279            Rural             89.77 27.7          smokes      0
## 280            Urban            102.64 28.3    never smoked      0
## 281            Urban             70.92 41.6    never smoked      0
## 283            Urban            129.16 32.4    never smoked      0
## 284            Urban            113.85 34.0    never smoked      0
## 285            Rural             79.35 39.4 formerly smoked      0
## 287            Urban            114.01 31.8 formerly smoked      0
## 288            Rural             93.74 31.2    never smoked      0
## 289            Urban            186.21 29.0 formerly smoked      1
## 291            Urban             98.41 32.1    never smoked      0
## 292            Rural             70.09 27.4    never smoked      1
## 295            Urban             89.44 26.7    never smoked      0
## 297            Rural            155.43 27.3    never smoked      0
## 299            Urban             80.19 20.4    never smoked      0
## 300            Urban             60.34 29.6 formerly smoked      0
## 301            Urban             79.30 30.6 formerly smoked      0
## 303            Rural            210.48 71.9    never smoked      0
## 306            Rural             75.29 22.6          smokes      0
## 307            Rural            100.35 28.1    never smoked      0
## 308            Urban            193.83 26.5    never smoked      0
## 310            Urban            183.34 39.5 formerly smoked      0
## 312            Rural             76.20 27.9    never smoked      0
## 314            Rural             93.36 28.4    never smoked      0
## 315            Urban             61.29 26.7    never smoked      0
## 318            Rural            191.47 28.3    never smoked      0
## 320            Urban            144.10 27.6    never smoked      0
## 321            Urban             94.39 22.8    never smoked      1
## 323            Urban            239.82 35.8    never smoked      0
## 325            Rural             88.53 24.6    never smoked      0
## 327            Rural            113.80 35.3 formerly smoked      0
## 329            Urban             65.30 40.4    never smoked      0
## 330            Urban            189.57 30.7    never smoked      0
## 331            Urban            114.25 24.3 formerly smoked      0
## 332            Urban             81.26 26.4 formerly smoked      0
## 333            Urban             87.88 34.7          smokes      0
## 335            Rural             99.97 35.6    never smoked      0
## 336            Urban            207.58 22.8          smokes      0
## 337            Urban            109.16 28.0          smokes      0
## 338            Urban             74.46 35.6 formerly smoked      0
## 339            Rural            118.51 40.6    never smoked      0
## 340            Urban            107.47 29.3 formerly smoked      0
## 343            Rural            215.64 26.7 formerly smoked      0
## 345            Rural            196.36 34.5 formerly smoked      0
## 347            Urban            141.23 21.1    never smoked      0
## 348            Urban             89.99 24.4 formerly smoked      0
## 349            Urban            108.53 19.4          smokes      0
## 351            Urban             85.54 32.2          smokes      0
## 352            Urban            100.83 26.8    never smoked      0
## 353            Urban             59.82 25.4    never smoked      0
## 354            Urban            105.95 23.5          smokes      0
## 355            Rural            188.11 50.2          smokes      0
## 356            Urban             71.15 26.1 formerly smoked      0
## 358            Rural            205.50 24.2    never smoked      0
## 359            Urban            204.86 30.8    never smoked      0
## 360            Rural            115.03 23.4    never smoked      0
## 361            Rural             79.87 30.9    never smoked      0
## 362            Rural             97.89 23.6    never smoked      0
## 363            Urban            125.26 18.7    never smoked      0
## 364            Rural            114.32 27.7          smokes      0
## 366            Urban             83.51 31.2    never smoked      0
## 368            Rural            144.48 29.8          smokes      0
## 371            Urban             93.79 27.2    never smoked      0
## 373            Rural            106.43 27.0          smokes      0
## 374            Rural             88.04 42.1    never smoked      0
## 376            Urban            219.53 40.9    never smoked      0
## 377            Rural             75.56 29.4          smokes      0
## 378            Urban            158.31 32.8 formerly smoked      0
## 379            Urban            111.43 21.9          smokes      0
## 380            Rural            219.97 39.6    never smoked      0
## 381            Rural            148.91 28.3    never smoked      0
## 382            Urban             69.40 47.8    never smoked      0
## 384            Urban             58.37 28.0          smokes      0
## 385            Urban             71.20 27.1    never smoked      0
## 386            Rural            101.50 31.2          smokes      0
## 387            Urban             92.04 23.1    never smoked      0
## 388            Rural             73.00 20.8    never smoked      0
## 389            Urban            111.15 34.1          smokes      0
## 390            Rural             58.65 30.1    never smoked      0
## 391            Urban            100.54 35.8    never smoked      0
## 392            Rural            111.73 34.6    never smoked      0
## 395            Rural             98.54 30.2    never smoked      0
## 396            Urban             94.62 29.7 formerly smoked      0
## 397            Rural            112.43 54.6    never smoked      0
## 398            Urban             99.67 23.3 formerly smoked      0
## 400            Urban             95.12 27.0    never smoked      0
## 401            Rural             85.06 21.6    never smoked      0
## 402            Rural            214.05 29.4 formerly smoked      0
## 403            Urban             79.09 22.8    never smoked      0
## 404            Urban             98.09 17.3    never smoked      0
## 406            Urban             98.42 36.4 formerly smoked      0
## 407            Urban             82.01 34.7 formerly smoked      0
## 409            Rural             56.11 28.7          smokes      0
## 410            Rural            111.85 26.7    never smoked      0
## 411            Urban             92.39 22.1    never smoked      0
## 412            Urban            112.54 27.7 formerly smoked      0
## 413            Urban             63.71 40.5 formerly smoked      0
## 414            Urban             70.35 23.0 formerly smoked      0
## 415            Urban             94.65 25.3 formerly smoked      0
## 416            Rural             64.64 22.1    never smoked      0
## 419            Rural             77.12 28.4    never smoked      0
## 420            Urban             55.32 29.6          smokes      0
## 422            Urban             57.57 22.8    never smoked      0
## 424            Rural             98.73 24.3    never smoked      0
## 425            Rural             81.18 26.9    never smoked      0
## 426            Rural             56.23 25.3    never smoked      0
## 428            Rural             69.61 35.3    never smoked      0
## 430            Rural            118.14 27.7 formerly smoked      0
## 432            Rural             56.75 21.0    never smoked      0
## 433            Urban             88.27 27.7    never smoked      0
## 434            Urban             67.81 55.7    never smoked      0
## 435            Rural             77.46 27.6    never smoked      0
## 436            Urban             76.26 20.5    never smoked      0
## 437            Rural             86.39 30.2    never smoked      0
## 438            Urban            116.38 21.9 formerly smoked      0
## 439            Rural             75.74 28.8          smokes      0
## 441            Rural            149.95 25.9    never smoked      0
## 442            Urban             92.11 27.7    never smoked      0
## 443            Rural             74.98 21.4    never smoked      0
## 444            Urban             55.25 20.4    never smoked      0
## 448            Urban             94.34 30.2 formerly smoked      0
## 449            Urban            109.03 19.5 formerly smoked      0
## 450            Rural             81.03 32.6    never smoked      0
## 451            Rural             99.82 34.2    never smoked      0
## 452            Urban            140.08 43.0    never smoked      0
## 454            Urban             80.33 19.7    never smoked      0
## 455            Urban            131.51 41.7    never smoked      0
## 456            Rural             89.21 21.6 formerly smoked      0
## 457            Rural             91.45 24.2    never smoked      0
## 460            Rural             89.63 23.2          smokes      0
## 461            Urban            124.06 20.8    never smoked      0
## 462            Rural             99.47 28.4    never smoked      0
## 463            Urban             88.97 30.2    never smoked      0
## 464            Rural             80.93 23.1    never smoked      0
## 465            Urban            102.07 16.7          smokes      0
## 467            Urban             63.71 33.8          smokes      0
## 468            Rural            200.49 34.6          smokes      0
## 469            Rural             75.30 25.0 formerly smoked      0
## 470            Urban            240.71 43.9 formerly smoked      0
## 471            Urban             60.50 27.1 formerly smoked      0
## 473            Rural            134.39 22.7 formerly smoked      0
## 474            Urban             56.18 27.1    never smoked      0
## 475            Rural            113.64 25.6 formerly smoked      0
## 477            Rural             80.40 57.5    never smoked      0
## 478            Urban             59.26 35.8          smokes      0
## 480            Urban             86.24 31.2    never smoked      0
## 481            Urban            197.10 43.6 formerly smoked      0
## 482            Urban             90.90 31.2 formerly smoked      0
## 485            Rural             77.65 24.4          smokes      0
## 486            Urban             64.41 29.4          smokes      0
## 487            Urban             75.19 37.0          smokes      0
## 488            Rural             67.97 29.4          smokes      0
## 489            Urban            119.34 38.5    never smoked      0
## 490            Rural             94.92 23.5    never smoked      0
## 491            Rural            107.42 27.7    never smoked      0
## 493            Urban            103.51 35.9    never smoked      0
## 494            Urban            114.50 35.9 formerly smoked      0
## 496            Rural             95.01 32.3          smokes      0
## 497            Urban             84.11 27.9    never smoked      0
## 498            Urban             74.02 22.3    never smoked      0
## 499            Urban             78.49 31.8          smokes      0
## 501            Urban             55.34 27.1          smokes      0
## 502            Rural             75.04 24.5    never smoked      0
## 503            Rural            109.73 28.9    never smoked      0
## 505            Rural             96.78 24.6          smokes      0
## 506            Urban            194.62 31.6    never smoked      0
## 507            Rural             70.02 32.3    never smoked      0
## 508            Urban            222.21 41.1          smokes      0
## 509            Rural             62.41 30.0    never smoked      0
## 510            Urban             55.83 26.4    never smoked      0
## 511            Rural             65.12 30.0    never smoked      0
## 513            Urban             85.83 44.0 formerly smoked      0
## 519            Rural             84.31 31.8    never smoked      0
## 520            Rural             74.80 23.5    never smoked      0
## 521            Urban             97.06 28.5 formerly smoked      0
## 523            Rural             92.78 54.2    never smoked      0
## 524            Rural            173.43 25.6          smokes      0
## 525            Urban             79.08 41.2    never smoked      0
## 526            Urban            106.18 27.0          smokes      0
## 527            Rural            114.21 21.3    never smoked      0
## 528            Rural             91.08 34.3    never smoked      0
## 530            Rural             74.88 31.6          smokes      0
## 531            Rural            123.15 26.1          smokes      0
## 532            Rural            184.25 27.5    never smoked      0
## 533            Rural            117.69 26.5    never smoked      0
## 535            Urban            106.51 40.2    never smoked      0
## 536            Rural             55.27 32.5 formerly smoked      0
## 538            Rural             99.20 32.5    never smoked      0
## 539            Urban             98.92 23.9 formerly smoked      0
## 540            Rural             92.70 29.5    never smoked      0
## 541            Rural            106.70 24.0    never smoked      0
## 543            Urban             82.59 26.2 formerly smoked      0
## 544            Urban             91.00 33.3    never smoked      0
## 546            Urban             76.99 29.0    never smoked      0
## 548            Rural             93.99 37.8 formerly smoked      0
## 549            Urban            109.68 41.8    never smoked      0
## 550            Rural             92.04 24.2    never smoked      0
## 551            Rural            111.41 31.1    never smoked      0
## 552            Rural             97.92 23.1    never smoked      0
## 554            Urban             62.37 41.3    never smoked      0
## 555            Urban            101.28 22.7    never smoked      0
## 556            Rural             88.31 24.0          smokes      0
## 557            Rural            103.55 20.5 formerly smoked      0
## 558            Urban             60.26 20.4    never smoked      0
## 559            Urban             79.39 27.6    never smoked      0
## 560            Urban            122.01 27.0          smokes      0
## 562            Urban             89.70 34.9          smokes      0
## 563            Rural             95.10 35.0    never smoked      0
## 564            Rural            112.64 28.5 formerly smoked      0
## 565            Rural             79.80 32.3 formerly smoked      0
## 568            Rural            114.32 26.4    never smoked      0
## 569            Rural            116.14 20.9    never smoked      0
## 571            Urban             94.04 32.7    never smoked      0
## 572            Rural             86.60 26.5    never smoked      0
## 574            Rural             83.83 30.3    never smoked      0
## 575            Urban            106.98 27.6    never smoked      0
## 577            Urban             70.53 40.9          smokes      0
## 578            Rural            212.01 28.4    never smoked      0
## 580            Rural            106.97 27.9 formerly smoked      0
## 581            Urban            126.35 25.2    never smoked      0
## 583            Rural             88.66 36.7 formerly smoked      0
## 584            Rural             80.43 29.7    never smoked      1
## 585            Rural            112.95 22.2 formerly smoked      0
## 586            Urban             81.59 27.2    never smoked      0
## 587            Rural             76.82 27.3    never smoked      0
## 588            Rural             73.75 27.3          smokes      0
## 589            Urban             91.56 42.2    never smoked      0
## 590            Rural            104.55 26.4    never smoked      0
## 592            Rural             86.06 34.8    never smoked      0
## 594            Rural             68.35 34.1    never smoked      0
## 597            Rural             85.62 46.1          smokes      0
## 598            Urban             74.23 28.1 formerly smoked      0
## 599            Urban            110.76 24.7 formerly smoked      0
## 600            Urban             79.44 22.7    never smoked      0
## 601            Rural            119.52 34.6    never smoked      0
## 602            Rural             90.42 21.4    never smoked      0
## 604            Rural             78.16 36.6    never smoked      0
## 605            Rural             79.13 32.9 formerly smoked      0
## 606            Urban             84.06 24.7    never smoked      0
## 608            Urban             69.21 33.1    never smoked      0
## 609            Rural            186.45 26.7    never smoked      0
## 610            Urban             58.47 24.4    never smoked      0
## 612            Urban             99.60 34.3 formerly smoked      0
## 614            Urban            186.32 43.8          smokes      0
## 615            Rural             62.49 26.9    never smoked      0
## 616            Rural             74.51 36.6    never smoked      0
## 617            Urban             94.63 24.9    never smoked      0
## 618            Rural             91.98 27.6          smokes      0
## 620            Urban             75.87 30.3    never smoked      0
## 621            Rural             77.19 37.4          smokes      0
## 622            Urban            135.75 35.9          smokes      0
## 623            Rural            100.15 50.3          smokes      0
## 624            Urban             95.08 31.5    never smoked      0
## 625            Urban            125.38 24.4          smokes      0
## 626            Urban            111.71 38.9 formerly smoked      0
## 627            Rural             94.64 28.6    never smoked      0
## 628            Rural            120.46 36.8          smokes      1
## 629            Urban            226.70 27.7          smokes      0
## 630            Urban            112.96 27.5    never smoked      0
## 631            Rural            183.10 27.7    never smoked      0
## 633            Urban             84.13 27.0    never smoked      0
## 634            Rural            102.47 29.3 formerly smoked      0
## 635            Rural             77.04 34.7    never smoked      0
## 636            Rural             83.23 27.7    never smoked      0
## 637            Rural             87.01 39.9    never smoked      0
## 638            Rural             56.99 26.7    never smoked      0
## 639            Rural             73.01 24.8 formerly smoked      0
## 640            Urban            106.35 29.7    never smoked      0
## 642            Urban            104.51 27.3          smokes      1
## 643            Urban            103.61 31.4    never smoked      0
## 644            Urban             91.35 27.7 formerly smoked      0
## 645            Urban            194.04 27.8    never smoked      0
## 646            Rural            111.99 35.5 formerly smoked      0
## 647            Rural             57.51 31.7          smokes      0
## 648            Rural             68.49 33.2    never smoked      0
## 649            Urban             60.20 27.7 formerly smoked      0
## 650            Urban            160.00 31.9 formerly smoked      0
## 651            Urban             86.96 25.8    never smoked      0
## 652            Rural            237.15 27.7    never smoked      0
## 653            Rural             99.06 23.4    never smoked      0
## 654            Urban             56.31 24.3 formerly smoked      0
## 655            Urban             84.31 30.3          smokes      0
## 656            Rural             90.92 29.1    never smoked      0
## 657            Rural            104.33 20.1    never smoked      0
## 659            Urban            231.19 31.6 formerly smoked      0
## 661            Rural            104.48 36.4          smokes      0
## 662            Urban             72.62 30.5    never smoked      0
## 664            Rural             90.78 32.3    never smoked      0
## 665            Urban             70.71 30.1    never smoked      0
## 666            Urban             72.36 34.7          smokes      0
## 668            Urban             83.76 27.7          smokes      0
## 669            Rural             63.64 31.3 formerly smoked      0
## 670            Rural             76.26 35.6    never smoked      0
## 671            Rural             82.06 35.2 formerly smoked      0
## 672            Urban            110.91 27.6    never smoked      0
## 673            Rural             77.16 35.2          smokes      0
## 676            Rural             87.27 23.3          smokes      0
## 677            Urban             65.36 28.8 formerly smoked      0
## 679            Urban             89.03 30.0          smokes      0
## 680            Urban             91.34 25.5 formerly smoked      0
## 681            Rural             57.82 28.8 formerly smoked      0
## 682            Urban             81.15 40.2 formerly smoked      0
## 685            Urban            111.61 36.9          smokes      0
## 688            Rural            207.32 32.4          smokes      0
## 689            Urban             87.11 24.8    never smoked      0
## 693            Urban             70.03 78.0          smokes      0
## 694            Urban            207.64 30.5 formerly smoked      0
## 695            Rural            236.84 26.8    never smoked      0
## 696            Urban             78.11 35.3    never smoked      0
## 697            Rural            100.97 27.9    never smoked      0
## 698            Urban             99.21 22.1    never smoked      0
## 699            Urban            113.21 38.3    never smoked      0
## 700            Urban             92.95 41.0    never smoked      0
## 701            Urban            110.16 27.7    never smoked      0
## 703            Rural             92.87 30.1    never smoked      0
## 705            Urban            123.00 31.7    never smoked      0
## 706            Urban            100.54 30.1    never smoked      0
## 707            Urban            106.68 30.8    never smoked      0
## 708            Urban             86.40 42.6    never smoked      0
## 710            Rural            128.28 34.2    never smoked      0
## 711            Rural            204.63 43.4    never smoked      0
## 712            Urban             89.98 18.7          smokes      0
## 713            Urban            232.89 34.0          smokes      0
## 714            Rural             98.58 23.2    never smoked      0
## 717            Urban             76.34 20.6          smokes      0
## 719            Rural             92.81 26.6    never smoked      0
## 720            Urban             85.16 30.1          smokes      0
## 721            Urban             90.10 32.1    never smoked      0
## 723            Urban            104.62 33.5          smokes      0
## 724            Urban            113.25 23.4    never smoked      0
## 725            Urban             59.28 43.2    never smoked      0
## 728            Rural             73.69 17.3    never smoked      0
## 729            Rural             74.90 32.1    never smoked      0
## 730            Urban             88.27 27.7 formerly smoked      0
## 731            Urban             58.39 30.4    never smoked      0
## 732            Rural            102.05 29.9    never smoked      0
## 733            Rural            112.47 32.8          smokes      0
## 734            Rural             72.84 22.7    never smoked      0
## 735            Urban            195.03 28.7 formerly smoked      0
## 736            Urban            170.95 35.2    never smoked      0
## 737            Urban             87.98 22.4    never smoked      0
## 740            Rural             83.65 42.1          smokes      0
## 741            Rural             88.81 38.0 formerly smoked      0
## 743            Rural            123.36 33.4    never smoked      0
## 744            Rural             89.68 23.2          smokes      0
## 746            Rural            109.22 20.1    never smoked      0
## 749            Urban            110.73 28.7          smokes      0
## 750            Urban             99.14 28.1    never smoked      0
## 751            Urban             59.15 22.6    never smoked      0
## 753            Rural             77.44 21.4 formerly smoked      0
## 756            Rural            148.24 32.2 formerly smoked      0
## 758            Rural             72.93 27.1 formerly smoked      0
## 760            Rural            124.45 24.6    never smoked      0
## 763            Rural             56.42 31.8    never smoked      0
## 766            Rural             74.04 29.1    never smoked      0
## 767            Urban            145.23 32.3    never smoked      0
## 768            Rural            100.80 29.4    never smoked      0
## 769            Urban             85.22 50.2    never smoked      0
## 770            Rural             72.49 44.9 formerly smoked      0
## 771            Urban             82.61 28.5          smokes      0
## 773            Urban            214.09 28.2    never smoked      1
## 777            Urban             89.17 31.5    never smoked      0
## 778            Rural            227.91 31.6 formerly smoked      0
## 781            Rural            167.41 30.9    never smoked      1
## 783            Urban            144.10 30.7          smokes      0
## 784            Urban            143.15 44.7 formerly smoked      0
## 785            Rural            116.67 33.5    never smoked      0
## 787            Urban            142.12 28.3    never smoked      0
## 789            Urban             69.17 27.8    never smoked      0
## 790            Rural             58.38 36.0    never smoked      0
## 791            Urban             86.34 22.1    never smoked      0
## 792            Urban             95.44 38.4    never smoked      0
## 794            Rural            109.59 26.2 formerly smoked      0
## 795            Rural             79.26 26.6          smokes      0
## 796            Urban             78.46 32.6    never smoked      0
## 797            Rural             85.29 27.0    never smoked      0
## 798            Rural            156.18 25.3          smokes      0
## 799            Urban             69.52 31.9    never smoked      0
## 801            Urban            108.47 30.4          smokes      0
## 802            Urban            105.63 28.2          smokes      0
## 803            Urban             77.93 35.7 formerly smoked      0
## 804            Urban             95.20 35.0    never smoked      0
## 805            Urban            191.61 37.5          smokes      1
## 806            Rural             78.52 27.2    never smoked      0
## 807            Urban            114.89 23.0    never smoked      0
## 810            Rural            110.55 30.9          smokes      0
## 811            Urban             82.21 26.0    never smoked      0
## 812            Urban             82.38 27.2 formerly smoked      0
## 813            Urban             93.89 30.4    never smoked      0
## 817            Urban             76.50 29.2 formerly smoked      0
## 818            Urban             65.47 28.1    never smoked      0
## 819            Urban             99.16 26.6          smokes      0
## 820            Rural             63.53 26.9    never smoked      0
## 821            Rural             78.65 36.2 formerly smoked      0
## 822            Urban             63.78 25.9    never smoked      0
## 823            Urban             77.52 40.9 formerly smoked      0
## 824            Rural            111.64 31.5    never smoked      0
## 826            Urban            113.01 37.6    never smoked      0
## 827            Urban             56.48 39.8    never smoked      0
## 828            Rural            204.50 35.1 formerly smoked      0
## 829            Rural             96.02 21.9    never smoked      0
## 830            Rural            206.25 53.4 formerly smoked      0
## 832            Rural             60.69 24.0          smokes      0
## 834            Urban             67.79 26.0 formerly smoked      0
## 835            Rural             56.07 31.3    never smoked      0
## 836            Rural            254.63 31.0    never smoked      0
## 839            Rural            246.34 21.1    never smoked      0
## 841            Rural             93.34 27.7    never smoked      0
## 842            Urban            162.30 23.6    never smoked      0
## 844            Urban            110.25 44.3    never smoked      0
## 845            Rural             69.70 27.3    never smoked      0
## 846            Urban             87.03 55.2 formerly smoked      0
## 847            Urban            112.98 44.7    never smoked      0
## 848            Rural             82.47 33.1          smokes      0
## 849            Urban             75.88 30.0    never smoked      0
## 851            Rural            109.56 23.1    never smoked      0
## 852            Rural             89.45 30.3 formerly smoked      0
## 853            Rural             91.65 30.5    never smoked      0
## 854            Urban            121.14 22.8    never smoked      0
## 856            Rural            106.56 29.9    never smoked      0
## 857            Rural             93.88 24.0 formerly smoked      0
## 859            Urban             88.65 22.2    never smoked      0
## 861            Urban            223.68 34.3 formerly smoked      0
## 863            Rural             63.73 25.6          smokes      0
## 864            Rural            103.94 23.3    never smoked      0
## 866            Urban            229.20 35.6 formerly smoked      0
## 869            Urban             68.61 31.9    never smoked      0
## 871            Rural            193.22 27.7          smokes      0
## 874            Urban             64.99 33.2    never smoked      0
## 875            Rural             66.12 27.7    never smoked      0
## 876            Urban             73.40 21.6    never smoked      0
## 878            Urban             93.55 41.6    never smoked      0
## 879            Rural             90.40 33.1 formerly smoked      0
## 880            Rural             98.10 21.8    never smoked      0
## 882            Rural            251.46 35.2          smokes      0
## 883            Rural             89.96 35.6    never smoked      0
## 885            Urban             82.44 27.8          smokes      0
## 886            Urban             80.85 29.3 formerly smoked      0
## 887            Rural            220.52 37.2          smokes      0
## 889            Urban             76.93 21.6    never smoked      0
## 890            Urban            113.10 22.7    never smoked      0
## 891            Rural             96.84 30.2 formerly smoked      0
## 894            Urban            221.29 25.8          smokes      1
## 895            Rural             57.26 23.5    never smoked      0
## 897            Rural             56.47 22.7    never smoked      0
## 898            Urban             86.06 29.2 formerly smoked      0
## 899            Rural             86.97 42.2    never smoked      0
## 900            Urban             78.78 24.0 formerly smoked      0
## 901            Rural            195.04 45.5    never smoked      0
## 903            Rural            134.59 28.2          smokes      0
## 908            Urban             91.68 42.8 formerly smoked      0
## 909            Rural            106.68 29.3    never smoked      0
## 910            Rural             82.31 21.3    never smoked      0
## 912            Rural             65.47 24.1          smokes      0
## 914            Rural             83.09 18.8    never smoked      0
## 917            Rural             78.42 29.9    never smoked      0
## 918            Urban             65.08 27.3 formerly smoked      0
## 919            Urban             79.47 28.1    never smoked      0
## 920            Rural             95.52 28.9    never smoked      0
## 921            Urban             73.00 25.2          smokes      0
## 922            Rural            138.07 24.3    never smoked      0
## 923            Rural             86.99 37.9    never smoked      0
## 924            Urban            112.07 28.2    never smoked      0
## 926            Urban             55.67 23.1          smokes      0
## 927            Urban             90.55 39.4 formerly smoked      0
## 928            Rural            218.65 29.5    never smoked      0
## 930            Urban             83.56 28.7          smokes      0
## 931            Urban            116.76 32.9 formerly smoked      0
## 933            Urban             69.30 20.1    never smoked      0
## 934            Urban             67.55 17.6 formerly smoked      0
## 935            Rural             80.28 43.7    never smoked      0
## 938            Urban             99.29 31.2    never smoked      0
## 939            Rural            140.52 27.4    never smoked      0
## 940            Rural             75.62 25.1          smokes      0
## 941            Rural            120.06 33.0    never smoked      0
## 942            Rural            117.45 30.7          smokes      0
## 943            Rural            224.71 42.9    never smoked      0
## 945            Urban             82.39 33.2    never smoked      0
## 946            Rural             57.02 43.0 formerly smoked      0
## 947            Urban            115.98 22.3    never smoked      0
## 948            Rural            226.11 32.8 formerly smoked      0
## 949            Rural             97.59 30.5          smokes      0
## 950            Rural             82.57 36.0 formerly smoked      0
## 951            Urban             79.34 26.5 formerly smoked      0
## 954            Urban             65.59 28.1    never smoked      0
## 956            Urban            101.65 30.0    never smoked      0
## 957            Urban            210.94 31.3    never smoked      0
## 958            Rural             77.92 26.7    never smoked      0
## 960            Urban             62.68 35.8    never smoked      0
## 961            Urban             55.22 27.0    never smoked      0
## 962            Rural             78.94 20.7    never smoked      0
## 963            Rural            109.69 22.2          smokes      0
## 965            Rural             79.33 41.5    never smoked      0
## 966            Urban             79.91 33.5    never smoked      0
## 968            Urban             68.40 22.1 formerly smoked      0
## 969            Rural             78.43 30.2          smokes      0
## 971            Urban             85.35 32.1          smokes      0
## 972            Rural            204.17 41.3 formerly smoked      0
## 973            Urban             82.71 20.1 formerly smoked      0
## 974            Urban            121.19 22.1    never smoked      0
## 975            Rural            106.02 24.9          smokes      0
## 977            Urban            267.76 29.3 formerly smoked      0
## 978            Rural            107.18 22.8    never smoked      0
## 981            Rural             90.77 22.5    never smoked      0
## 982            Rural             90.84 31.6    never smoked      0
## 984            Rural            217.71 27.7 formerly smoked      0
## 985            Urban            133.76 43.4          smokes      0
## 986            Urban             61.36 26.5 formerly smoked      0
## 989            Urban             68.98 23.4 formerly smoked      0
## 990            Rural            112.08 23.0    never smoked      0
## 991            Urban             96.20 21.5    never smoked      0
## 994            Urban             88.57 29.0          smokes      0
## 996            Urban             83.12 29.6 formerly smoked      0
## 997            Urban             94.89 28.5    never smoked      0
## 998            Rural            239.52 25.5    never smoked      0
## 999            Rural             99.15 30.5 formerly smoked      0
## 1000           Urban            124.16 23.0    never smoked      0
## 1002           Rural             93.68 31.4    never smoked      0
## 1003           Rural            229.86 35.2          smokes      0
## 1004           Rural             78.73 23.3    never smoked      0
## 1005           Rural            115.92 27.7 formerly smoked      0
## 1006           Rural             93.71 31.2 formerly smoked      0
## 1007           Rural             76.66 24.8    never smoked      0
## 1009           Rural             89.30 48.4          smokes      0
## 1010           Rural            103.44 43.1 formerly smoked      0
## 1011           Rural             79.69 27.7 formerly smoked      0
## 1012           Rural             61.61 27.8    never smoked      0
## 1015           Urban            210.96 31.8    never smoked      0
## 1017           Urban            103.48 29.1          smokes      0
## 1020           Rural            195.25 33.3    never smoked      0
## 1024           Rural             81.02 39.0    never smoked      0
## 1025           Rural             94.33 23.1    never smoked      0
## 1026           Rural             78.43 18.8    never smoked      0
## 1029           Rural             88.13 32.8    never smoked      0
## 1030           Urban            102.77 35.8          smokes      0
## 1031           Rural            101.75 26.7          smokes      0
## 1032           Rural            113.34 26.3 formerly smoked      0
## 1033           Urban             63.33 26.5          smokes      0
## 1034           Urban             69.34 43.7    never smoked      0
## 1036           Urban             66.13 46.2    never smoked      0
## 1037           Urban             67.53 49.5 formerly smoked      0
## 1038           Urban             96.58 43.3    never smoked      0
## 1039           Urban             57.89 30.9 formerly smoked      0
## 1041           Urban             94.15 28.6    never smoked      0
## 1043           Urban            127.75 30.5    never smoked      0
## 1045           Rural            141.15 28.6    never smoked      0
## 1046           Urban             89.22 37.8    never smoked      1
## 1047           Urban             88.63 24.5    never smoked      0
## 1050           Urban            108.03 27.2    never smoked      0
## 1051           Rural            104.07 19.3 formerly smoked      0
## 1054           Urban            150.45 44.5 formerly smoked      0
## 1055           Rural            100.39 37.0    never smoked      0
## 1056           Rural             79.92 30.8 formerly smoked      0
## 1060           Rural             72.61 27.6    never smoked      0
## 1061           Rural             82.41 45.4          smokes      0
## 1062           Urban             74.72 28.5    never smoked      0
## 1064           Rural             73.72 27.7          smokes      0
## 1065           Urban             88.34 27.5    never smoked      0
## 1066           Rural            101.34 32.8    never smoked      0
## 1067           Rural            119.01 29.5    never smoked      0
## 1068           Rural             71.98 36.4    never smoked      0
## 1073           Rural            167.31 27.1    never smoked      0
## 1076           Rural             87.49 26.6    never smoked      0
## 1077           Rural             98.74 27.7    never smoked      0
## 1078           Rural             92.82 24.1    never smoked      0
## 1079           Urban             72.20 30.3 formerly smoked      0
## 1080           Rural            181.23 32.2 formerly smoked      0
## 1081           Urban             63.37 26.5    never smoked      0
## 1082           Urban             74.82 30.6    never smoked      0
## 1084           Rural             93.04 41.9          smokes      0
## 1085           Rural             97.12 29.2    never smoked      0
## 1086           Rural             82.81 44.3    never smoked      0
## 1087           Urban            134.45 29.1    never smoked      0
## 1089           Urban             85.82 31.9    never smoked      0
## 1090           Rural            189.45 32.2    never smoked      0
## 1091           Rural            144.16 26.0          smokes      0
## 1092           Rural             82.56 25.4 formerly smoked      0
## 1093           Urban            206.40 54.8    never smoked      0
## 1094           Urban             67.97 27.9    never smoked      0
## 1096           Urban             71.70 32.8    never smoked      0
## 1097           Urban             72.02 34.0 formerly smoked      0
## 1100           Urban             73.75 28.3    never smoked      0
## 1101           Rural            156.70 36.9    never smoked      0
## 1102           Urban             70.87 22.1 formerly smoked      0
## 1103           Rural            138.47 31.5    never smoked      0
## 1104           Rural             64.66 26.7 formerly smoked      0
## 1105           Rural             91.88 24.9 formerly smoked      0
## 1106           Rural             74.79 32.4    never smoked      0
## 1107           Rural             78.18 32.2    never smoked      0
## 1109           Rural            112.23 28.7    never smoked      0
## 1110           Urban            178.76 24.1    never smoked      0
## 1111           Rural            121.43 25.3    never smoked      0
## 1112           Rural             94.22 24.8    never smoked      0
## 1113           Rural             67.27 27.7 formerly smoked      0
## 1114           Rural            197.58 34.8 formerly smoked      0
## 1115           Rural             86.37 39.2          smokes      0
## 1116           Urban            112.09 24.7          smokes      0
## 1117           Urban            199.96 28.6    never smoked      0
## 1118           Urban             85.33 27.7    never smoked      0
## 1119           Rural             86.33 33.1    never smoked      0
## 1120           Urban             80.47 27.3          smokes      0
## 1121           Urban             62.46 20.3 formerly smoked      0
## 1122           Rural             78.85 33.9    never smoked      0
## 1123           Rural             72.09 27.7          smokes      0
## 1124           Rural            103.81 28.3    never smoked      0
## 1125           Urban             78.04 32.4          smokes      0
## 1127           Rural             62.25 33.7    never smoked      0
## 1128           Urban            155.17 35.5    never smoked      0
## 1133           Rural            103.25 26.9 formerly smoked      0
## 1134           Rural            126.99 29.4 formerly smoked      0
## 1135           Rural            102.27 17.2    never smoked      0
## 1138           Rural            108.08 30.6 formerly smoked      0
## 1139           Urban            108.34 31.9    never smoked      0
## 1141           Rural             56.07 26.6    never smoked      0
## 1145           Rural             88.41 25.3 formerly smoked      0
## 1147           Urban             85.07 21.1    never smoked      0
## 1148           Rural            108.10 17.9    never smoked      0
## 1149           Rural             93.17 27.5          smokes      0
## 1150           Urban            158.89 37.6          smokes      0
## 1151           Rural            205.77 24.1    never smoked      0
## 1153           Urban            119.03 31.0    never smoked      0
## 1154           Urban            237.21 26.6          smokes      0
## 1155           Urban             89.68 38.7    never smoked      0
## 1156           Rural            246.53 27.2 formerly smoked      0
## 1157           Urban             89.05 27.8 formerly smoked      0
## 1159           Rural             98.12 27.5    never smoked      0
## 1160           Rural            105.59 43.3          smokes      0
## 1161           Rural             86.00 20.1 formerly smoked      0
## 1162           Rural            193.94 22.4          smokes      1
## 1166           Urban             65.82 29.4    never smoked      0
## 1167           Urban             90.16 28.9          smokes      0
## 1168           Urban             64.45 26.7    never smoked      0
## 1169           Urban             91.85 27.8    never smoked      0
## 1170           Rural             97.89 38.7 formerly smoked      0
## 1171           Rural            206.33 26.8    never smoked      0
## 1172           Rural             74.29 36.1    never smoked      0
## 1173           Rural            107.40 26.7          smokes      0
## 1176           Urban            100.84 21.0    never smoked      0
## 1180           Rural            100.85 29.5          smokes      0
## 1182           Rural             80.15 34.9 formerly smoked      0
## 1183           Urban            107.29 28.1    never smoked      0
## 1184           Urban            206.98 36.8          smokes      0
## 1185           Rural            227.28 33.3    never smoked      0
## 1188           Urban            120.07 33.9          smokes      0
## 1189           Rural             93.47 28.7    never smoked      0
## 1190           Urban             80.77 21.1    never smoked      0
## 1191           Rural            150.27 38.2          smokes      0
## 1192           Urban             81.94 27.7          smokes      0
## 1195           Urban             73.66 20.5    never smoked      0
## 1196           Urban            102.37 35.6    never smoked      0
## 1200           Rural             78.29 27.7          smokes      0
## 1201           Rural            169.97 25.8    never smoked      0
## 1204           Rural             84.21 24.4    never smoked      0
## 1206           Urban             86.26 35.1 formerly smoked      0
## 1207           Urban             92.86 35.1 formerly smoked      0
## 1208           Urban            140.28 37.1 formerly smoked      0
## 1209           Rural            244.28 29.4 formerly smoked      0
## 1210           Urban            124.16 31.7    never smoked      0
## 1211           Rural             93.55 31.4    never smoked      0
## 1212           Urban             99.34 33.1    never smoked      0
## 1213           Urban             59.87 28.5          smokes      0
## 1214           Rural             72.76 24.0 formerly smoked      0
## 1216           Urban            233.29 48.9    never smoked      1
## 1217           Urban             61.10 27.6          smokes      0
## 1218           Rural            120.77 16.9    never smoked      0
## 1220           Urban            126.34 35.1    never smoked      0
## 1221           Rural             93.24 28.8    never smoked      0
## 1222           Rural            154.75 17.6    never smoked      0
## 1223           Rural             62.81 21.3    never smoked      0
## 1225           Rural             79.53 37.3    never smoked      0
## 1226           Rural             96.85 35.5    never smoked      0
## 1227           Urban            251.99 25.5    never smoked      0
## 1228           Rural            115.13 30.0          smokes      0
## 1230           Urban             78.99 45.5    never smoked      0
## 1231           Rural            191.79 27.7          smokes      0
## 1232           Rural             68.80 34.9    never smoked      0
## 1233           Rural             83.84 19.3 formerly smoked      0
## 1234           Urban             94.66 32.1 formerly smoked      0
## 1235           Rural            107.98 26.9    never smoked      0
## 1237           Urban            135.64 19.5    never smoked      0
## 1238           Urban             92.65 31.7    never smoked      0
## 1240           Rural            163.56 27.7 formerly smoked      0
## 1242           Rural            216.88 27.7          smokes      0
## 1246           Urban            222.29 30.1    never smoked      0
## 1247           Urban            139.43 40.2 formerly smoked      0
## 1248           Urban            213.11 34.7    never smoked      0
## 1249           Rural             77.23 25.9          smokes      0
## 1250           Urban             58.48 23.7    never smoked      0
## 1251           Rural             87.33 34.3    never smoked      0
## 1252           Rural            102.34 34.3    never smoked      0
## 1253           Rural            151.30 26.3    never smoked      0
## 1254           Urban            144.23 22.1 formerly smoked      0
## 1255           Rural            110.60 33.3 formerly smoked      0
## 1256           Urban             80.28 37.3    never smoked      0
## 1259           Urban            227.51 34.7 formerly smoked      0
## 1261           Urban            201.01 28.0    never smoked      0
## 1265           Rural             95.40 27.5    never smoked      0
## 1266           Rural             65.90 21.5    never smoked      0
## 1268           Rural            111.33 29.6 formerly smoked      0
## 1269           Rural            104.36 30.2    never smoked      0
## 1271           Rural            210.00 30.7 formerly smoked      0
## 1274           Rural             81.28 33.2          smokes      0
## 1275           Rural            102.50 50.2    never smoked      0
## 1276           Rural             78.05 22.3    never smoked      0
## 1277           Urban            237.58 27.7 formerly smoked      0
## 1279           Rural             59.05 28.3 formerly smoked      0
## 1282           Rural            111.13 32.7 formerly smoked      0
## 1284           Urban             65.84 24.8          smokes      0
## 1285           Rural            123.49 30.7          smokes      0
## 1286           Rural            207.45 25.4          smokes      0
## 1287           Rural            143.45 32.0          smokes      0
## 1288           Rural             89.11 24.4    never smoked      0
## 1289           Rural             58.30 20.4    never smoked      0
## 1290           Urban             78.68 29.5    never smoked      0
## 1291           Urban             98.91 24.4    never smoked      0
## 1292           Rural             67.92 22.8          smokes      0
## 1293           Rural             73.00 20.0    never smoked      0
## 1294           Rural             97.50 36.3 formerly smoked      0
## 1295           Urban            108.43 32.8          smokes      0
## 1296           Urban             90.43 34.4 formerly smoked      0
## 1297           Urban             76.30 30.5    never smoked      0
## 1298           Rural            121.27 29.7          smokes      0
## 1300           Urban            228.70 26.6    never smoked      1
## 1301           Urban            226.93 34.2          smokes      0
## 1303           Urban             93.23 27.7          smokes      0
## 1305           Urban            101.02 24.2          smokes      0
## 1306           Rural            238.53 30.6    never smoked      0
## 1307           Rural             79.18 52.8 formerly smoked      0
## 1308           Urban            207.79 38.6    never smoked      0
## 1309           Rural            196.20 32.8    never smoked      0
## 1310           Urban            231.76 42.9    never smoked      0
## 1312           Urban            110.47 24.7          smokes      0
## 1313           Rural             77.52 35.8    never smoked      0
## 1314           Urban             91.23 27.7          smokes      0
## 1317           Urban            157.01 26.1          smokes      0
## 1318           Urban             93.51 30.8    never smoked      0
## 1319           Rural            102.54 40.5    never smoked      0
## 1320           Rural             87.78 25.2 formerly smoked      0
## 1321           Urban            126.67 28.7          smokes      0
## 1322           Rural             93.60 27.7    never smoked      0
## 1325           Urban             58.87 36.6    never smoked      0
## 1327           Urban             83.14 23.7    never smoked      0
## 1328           Urban             69.18 35.7          smokes      0
## 1329           Rural            218.54 38.9          smokes      0
## 1330           Urban             71.22 40.0    never smoked      0
## 1332           Rural             82.07 29.0    never smoked      0
## 1333           Urban             73.00 20.6    never smoked      0
## 1336           Rural            108.20 26.2    never smoked      0
## 1337           Urban            123.95 34.8 formerly smoked      0
## 1338           Urban             58.71 34.5    never smoked      0
## 1339           Rural             98.46 30.6    never smoked      0
## 1340           Rural             68.78 55.1 formerly smoked      0
## 1343           Rural             65.30 22.1          smokes      0
## 1344           Urban             72.49 28.9          smokes      0
## 1346           Urban             63.40 20.3          smokes      0
## 1347           Rural            105.29 25.1 formerly smoked      0
## 1349           Urban             78.34 25.5    never smoked      0
## 1350           Rural             66.32 34.4 formerly smoked      0
## 1351           Rural            168.15 48.5    never smoked      0
## 1352           Rural             93.48 25.2 formerly smoked      0
## 1353           Urban             79.20 32.5    never smoked      0
## 1354           Rural            107.45 42.1 formerly smoked      0
## 1355           Rural             83.86 19.5    never smoked      0
## 1356           Rural            119.96 27.7    never smoked      0
## 1357           Rural             70.58 25.1    never smoked      0
## 1358           Rural             87.70 29.6    never smoked      0
## 1359           Urban             65.29 32.9    never smoked      0
## 1360           Urban             97.14 55.9    never smoked      0
## 1361           Urban            110.68 25.1 formerly smoked      0
## 1362           Urban             91.93 24.7          smokes      0
## 1365           Rural            115.93 23.3    never smoked      0
## 1367           Rural             69.24 26.6    never smoked      0
## 1368           Rural            102.28 25.5    never smoked      0
## 1369           Urban             71.31 25.8    never smoked      0
## 1370           Rural             89.75 25.4    never smoked      0
## 1371           Urban             87.66 57.3    never smoked      0
## 1374           Urban            178.33 27.7    never smoked      0
## 1377           Rural             70.45 23.3          smokes      0
## 1379           Urban            146.44 22.8 formerly smoked      0
## 1380           Urban             65.04 30.9    never smoked      0
## 1382           Rural            106.41 41.9          smokes      0
## 1384           Urban             93.58 25.1          smokes      0
## 1388           Urban             68.40 23.0    never smoked      0
## 1389           Urban             62.99 25.4 formerly smoked      0
## 1391           Urban            113.40 35.1          smokes      0
## 1393           Urban             65.98 33.0 formerly smoked      0
## 1396           Rural             85.52 30.0    never smoked      0
## 1399           Rural             69.38 28.4    never smoked      0
## 1400           Urban             66.11 26.3    never smoked      0
## 1401           Urban            149.62 39.4 formerly smoked      0
## 1402           Urban            242.84 15.7          smokes      0
## 1403           Urban            202.66 34.1          smokes      0
## 1404           Urban            102.87 27.2 formerly smoked      1
## 1405           Rural            216.90 29.8 formerly smoked      0
## 1407           Rural            114.88 18.3 formerly smoked      0
## 1408           Urban             75.94 28.3    never smoked      0
## 1411           Urban             71.44 24.1          smokes      0
## 1412           Urban             58.29 25.5 formerly smoked      0
## 1413           Urban            115.83 25.3    never smoked      0
## 1414           Urban            102.71 39.9 formerly smoked      0
## 1415           Urban             99.69 28.8          smokes      0
## 1416           Rural            102.89 37.2 formerly smoked      0
## 1418           Rural             56.63 49.8    never smoked      0
## 1419           Rural             87.34 34.3 formerly smoked      0
## 1420           Rural            109.51 29.0    never smoked      0
## 1421           Urban             81.43 27.7 formerly smoked      0
## 1422           Urban             78.59 37.2    never smoked      0
## 1423           Urban            101.22 27.7 formerly smoked      0
## 1425           Rural            105.47 26.2    never smoked      0
## 1426           Urban             68.19 21.1    never smoked      0
## 1427           Urban            210.00 27.7    never smoked      0
## 1428           Rural            114.47 31.6          smokes      0
## 1430           Rural             94.71 28.4          smokes      0
## 1431           Urban            208.05 35.3          smokes      0
## 1432           Rural            222.60 40.1          smokes      0
## 1433           Urban             80.81 39.0 formerly smoked      0
## 1434           Rural             64.51 31.5    never smoked      0
## 1436           Urban            199.14 28.5    never smoked      0
## 1437           Rural             73.41 56.0          smokes      0
## 1438           Urban            109.65 28.6 formerly smoked      0
## 1439           Rural             69.11 35.2    never smoked      0
## 1440           Urban            114.41 32.5    never smoked      0
## 1441           Urban            103.46 35.9    never smoked      0
## 1442           Rural             95.36 25.1    never smoked      0
## 1444           Rural            191.48 27.9          smokes      0
## 1449           Rural             89.24 32.7 formerly smoked      0
## 1450           Urban             70.13 23.6    never smoked      0
## 1451           Urban             82.26 19.8 formerly smoked      0
## 1452           Urban            200.16 33.1    never smoked      0
## 1453           Urban             80.73 28.1          smokes      0
## 1454           Urban             75.09 38.9 formerly smoked      0
## 1455           Urban             80.57 23.8    never smoked      0
## 1456           Rural             77.04 33.8 formerly smoked      0
## 1458           Urban            190.40 27.7 formerly smoked      0
## 1459           Urban             82.08 32.2 formerly smoked      0
## 1460           Rural            103.35 28.1 formerly smoked      0
## 1462           Urban            123.65 44.0          smokes      0
## 1463           Urban             87.96 21.5 formerly smoked      0
## 1464           Urban             85.92 37.3          smokes      0
## 1465           Urban             80.80 44.8    never smoked      0
## 1466           Rural             99.30 21.4    never smoked      0
## 1467           Rural             62.56 32.3    never smoked      0
## 1468           Urban            144.20 35.4          smokes      0
## 1469           Urban             71.38 19.7    never smoked      0
## 1471           Urban             67.06 35.5    never smoked      0
## 1472           Rural             70.16 25.8 formerly smoked      0
## 1474           Rural            122.48 35.9          smokes      0
## 1475           Urban            215.90 41.8          smokes      0
## 1476           Rural            108.56 27.3 formerly smoked      0
## 1480           Rural             60.74 20.0    never smoked      0
## 1481           Rural            233.52 40.9    never smoked      0
## 1482           Urban            110.70 38.5    never smoked      0
## 1483           Rural             78.93 30.9 formerly smoked      0
## 1487           Rural             58.25 24.0          smokes      0
## 1488           Rural            213.54 32.0    never smoked      0
## 1489           Urban             74.86 28.4    never smoked      0
## 1494           Rural            104.12 23.5    never smoked      1
## 1495           Urban             83.41 29.9    never smoked      0
## 1496           Urban            188.69 27.7 formerly smoked      0
## 1497           Rural             86.51 27.7 formerly smoked      0
## 1500           Urban             73.36 16.1    never smoked      0
## 1501           Urban            219.50 33.8 formerly smoked      0
## 1502           Rural            105.73 22.6    never smoked      0
## 1503           Rural             83.79 25.5          smokes      0
## 1505           Rural             61.94 27.9 formerly smoked      0
## 1507           Rural             63.19 32.2    never smoked      0
## 1508           Rural            107.11 27.7          smokes      0
## 1509           Urban             56.84 29.9          smokes      0
## 1510           Rural            217.66 28.7 formerly smoked      0
## 1511           Rural             77.19 37.2          smokes      0
## 1512           Rural             76.22 22.2 formerly smoked      0
## 1513           Rural            155.32 26.6 formerly smoked      0
## 1514           Urban             70.67 24.6          smokes      0
## 1515           Urban            227.16 41.7    never smoked      0
## 1516           Rural             58.69 26.2 formerly smoked      0
## 1518           Urban            137.94 41.8    never smoked      0
## 1519           Urban             60.60 34.2    never smoked      0
## 1520           Rural             93.67 19.2    never smoked      0
## 1521           Urban             79.56 25.2    never smoked      0
## 1522           Rural            122.46 18.7    never smoked      0
## 1523           Urban             92.32 43.0    never smoked      0
## 1524           Rural             80.63 28.2          smokes      0
## 1525           Urban             92.32 34.7          smokes      0
## 1526           Urban             59.89 25.5    never smoked      0
## 1527           Urban             80.57 39.8          smokes      0
## 1528           Urban             88.52 20.8 formerly smoked      0
## 1529           Urban             88.82 28.2 formerly smoked      0
## 1530           Rural            102.08 31.0          smokes      0
## 1531           Urban             71.38 27.7 formerly smoked      0
## 1532           Rural             84.90 21.6    never smoked      0
## 1534           Rural            209.90 27.7          smokes      0
## 1537           Rural            176.48 24.0 formerly smoked      0
## 1538           Urban             94.07 31.5    never smoked      0
## 1539           Urban             85.12 36.3 formerly smoked      0
## 1541           Rural            111.93 32.2    never smoked      0
## 1544           Rural             95.57 30.7          smokes      0
## 1546           Urban             66.29 20.5          smokes      0
## 1547           Rural            211.88 28.7    never smoked      0
## 1548           Rural             76.55 29.0          smokes      0
## 1549           Urban             56.67 24.4    never smoked      0
## 1552           Rural             81.66 23.5 formerly smoked      0
## 1553           Rural             96.77 20.5    never smoked      0
## 1554           Rural             91.63 33.5          smokes      0
## 1556           Rural            225.60 29.0    never smoked      0
## 1557           Rural             95.58 27.7          smokes      0
## 1558           Rural            100.98 28.2 formerly smoked      1
## 1559           Rural            210.23 30.7    never smoked      0
## 1560           Urban             92.82 37.4    never smoked      0
## 1561           Rural            234.82 51.8    never smoked      0
## 1564           Rural             81.99 27.3 formerly smoked      0
## 1565           Urban             87.69 27.5 formerly smoked      0
## 1566           Rural            125.29 33.9    never smoked      0
## 1568           Urban             70.93 22.9    never smoked      0
## 1569           Urban             89.93 32.1    never smoked      0
## 1571           Rural             72.06 30.2 formerly smoked      0
## 1572           Rural             97.90 31.3 formerly smoked      0
## 1574           Rural            230.59 23.2 formerly smoked      0
## 1576           Urban            168.15 22.9    never smoked      0
## 1577           Urban            224.63 42.8    never smoked      0
## 1579           Rural             85.17 28.7          smokes      0
## 1580           Urban             84.14 32.3    never smoked      0
## 1581           Rural             85.57 24.2 formerly smoked      0
## 1582           Urban             82.81 23.9    never smoked      0
## 1583           Urban            110.53 34.2    never smoked      0
## 1585           Urban             85.04 29.9    never smoked      0
## 1586           Urban            140.40 23.0          smokes      0
## 1588           Rural             99.44 21.0    never smoked      0
## 1592           Rural             58.66 16.4    never smoked      0
## 1594           Urban             61.32 23.7          smokes      0
## 1596           Rural             62.99 27.0 formerly smoked      0
## 1597           Urban             86.04 25.6          smokes      0
## 1598           Rural             83.30 34.0 formerly smoked      0
## 1599           Urban            208.17 24.9    never smoked      0
## 1602           Rural            146.61 39.6    never smoked      0
## 1604           Rural             84.56 41.8    never smoked      0
## 1605           Rural            103.44 20.1    never smoked      0
## 1606           Urban            185.31 39.3    never smoked      0
## 1607           Urban            102.53 28.3 formerly smoked      0
## 1609           Rural             62.60 33.9    never smoked      0
## 1611           Rural             76.68 34.8          smokes      0
## 1612           Urban             92.86 20.7 formerly smoked      0
## 1613           Urban             90.95 24.6          smokes      0
## 1615           Urban             85.66 39.4    never smoked      0
## 1616           Urban             88.20 27.7          smokes      0
## 1617           Urban            203.04 27.7          smokes      0
## 1618           Rural             68.37 29.4          smokes      0
## 1620           Rural            187.87 32.3    never smoked      0
## 1621           Rural            213.87 25.3    never smoked      0
## 1623           Urban            222.85 29.4 formerly smoked      0
## 1627           Rural             79.99 26.3    never smoked      0
## 1630           Rural             84.49 26.4    never smoked      0
## 1631           Rural             89.61 22.0    never smoked      0
## 1633           Urban            198.36 29.1          smokes      0
## 1634           Rural             93.61 24.9    never smoked      0
## 1635           Rural             75.43 36.4          smokes      0
## 1636           Urban            100.31 31.2          smokes      0
## 1637           Rural            105.63 32.8    never smoked      0
## 1638           Rural             82.84 31.6    never smoked      0
## 1640           Urban             92.27 35.2 formerly smoked      0
## 1641           Urban            115.23 28.0    never smoked      0
## 1642           Urban            196.25 24.9          smokes      0
## 1644           Urban            114.33 30.7          smokes      0
## 1645           Rural             72.52 33.9    never smoked      0
## 1646           Rural             99.87 27.7 formerly smoked      0
## 1650           Urban            113.74 31.6          smokes      0
## 1651           Urban             72.79 23.8          smokes      0
## 1652           Rural             94.71 29.6          smokes      0
## 1653           Rural            194.53 45.0    never smoked      0
## 1655           Urban             86.68 27.7 formerly smoked      0
## 1656           Urban            195.23 28.3          smokes      1
## 1657           Rural            140.39 25.5    never smoked      0
## 1659           Rural            104.70 21.0 formerly smoked      0
## 1660           Urban             95.82 28.6    never smoked      0
## 1661           Urban            204.05 23.5    never smoked      0
## 1663           Urban             67.78 29.2          smokes      0
## 1664           Urban            105.29 27.6 formerly smoked      0
## 1665           Urban            135.19 36.0          smokes      0
## 1666           Urban            116.12 20.4          smokes      0
## 1667           Rural             59.63 19.9    never smoked      0
## 1668           Rural             56.43 29.2 formerly smoked      0
## 1669           Rural            199.18 27.9    never smoked      0
## 1670           Rural            209.26 38.1 formerly smoked      0
## 1671           Urban             91.21 24.1    never smoked      0
## 1672           Urban             95.16 37.8 formerly smoked      0
## 1673           Urban            217.11 29.1    never smoked      0
## 1674           Urban            222.46 35.7    never smoked      0
## 1676           Rural             82.44 34.5    never smoked      0
## 1677           Rural             74.11 34.1          smokes      0
## 1679           Urban            187.52 57.7    never smoked      0
## 1680           Rural             83.26 22.2    never smoked      0
## 1682           Urban             76.63 26.2    never smoked      0
## 1683           Rural             65.09 23.5    never smoked      0
## 1684           Urban            142.31 29.1          smokes      0
## 1686           Rural            237.74 21.2    never smoked      0
## 1687           Urban             74.26 27.7 formerly smoked      0
## 1688           Rural            154.08 20.2 formerly smoked      0
## 1689           Rural             78.29 30.8    never smoked      0
## 1692           Urban             67.75 21.3 formerly smoked      0
## 1693           Urban             92.73 27.7    never smoked      0
## 1694           Urban             90.35 22.3    never smoked      0
## 1695           Rural             77.86 28.9    never smoked      0
## 1696           Rural             71.88 26.7    never smoked      0
## 1697           Urban            118.82 41.0          smokes      0
## 1699           Urban            121.66 29.1          smokes      0
## 1701           Urban             92.82 27.8 formerly smoked      0
## 1702           Rural             95.46 31.4          smokes      0
## 1703           Urban             59.99 28.2    never smoked      0
## 1705           Urban             90.26 36.1    never smoked      0
## 1706           Rural             91.90 32.7 formerly smoked      0
## 1707           Urban             91.08 26.4    never smoked      0
## 1711           Urban             82.09 14.1    never smoked      0
## 1713           Rural            100.33 23.2    never smoked      0
## 1715           Rural             89.81 35.6    never smoked      0
## 1716           Urban             97.32 21.8          smokes      0
## 1717           Rural             75.53 34.9    never smoked      0
## 1718           Rural            121.44 20.4    never smoked      0
## 1719           Urban             83.52 25.0    never smoked      0
## 1721           Rural             75.27 27.3    never smoked      0
## 1722           Urban             80.24 28.9    never smoked      0
## 1724           Urban             69.09 36.9 formerly smoked      0
## 1725           Rural             62.67 27.7    never smoked      0
## 1726           Urban             98.74 44.4    never smoked      0
## 1727           Rural             56.51 28.2          smokes      0
## 1728           Rural             65.95 35.0    never smoked      0
## 1730           Urban             62.47 26.5    never smoked      0
## 1731           Urban             69.82 25.1    never smoked      0
## 1733           Urban            223.35 27.3 formerly smoked      0
## 1734           Rural             74.36 27.3    never smoked      0
## 1735           Rural            102.97 41.9 formerly smoked      0
## 1736           Urban            153.38 38.8    never smoked      0
## 1737           Rural             87.10 18.3    never smoked      0
## 1742           Urban             84.85 24.7    never smoked      0
## 1743           Rural            135.89 23.1 formerly smoked      0
## 1744           Urban            106.13 22.4    never smoked      0
## 1745           Rural             74.33 29.9          smokes      0
## 1748           Rural             87.69 26.2 formerly smoked      0
## 1749           Urban             95.85 29.6          smokes      0
## 1750           Urban             90.36 30.8 formerly smoked      0
## 1751           Rural             63.45 32.7 formerly smoked      0
## 1753           Urban            122.91 35.7    never smoked      0
## 1757           Urban             77.63 31.7    never smoked      0
## 1758           Urban             70.61 20.0    never smoked      0
## 1759           Urban            124.34 34.7 formerly smoked      0
## 1760           Urban            103.44 28.0    never smoked      0
## 1762           Urban            208.06 27.7          smokes      0
## 1763           Urban             75.50 24.6    never smoked      0
## 1764           Urban             98.85 24.6    never smoked      0
## 1767           Urban             65.60 33.5    never smoked      0
## 1768           Rural            211.78 27.7 formerly smoked      1
## 1773           Rural             84.79 24.2 formerly smoked      0
## 1774           Urban            103.28 34.3          smokes      0
## 1776           Rural             96.18 25.1    never smoked      0
## 1777           Rural            186.95 33.3    never smoked      0
## 1779           Rural            128.72 26.3          smokes      0
## 1780           Urban             85.04 29.7 formerly smoked      0
## 1782           Urban             65.69 21.4    never smoked      0
## 1783           Rural             97.52 45.5 formerly smoked      0
## 1784           Rural             90.43 34.2    never smoked      0
## 1786           Urban            212.08 44.2          smokes      1
## 1787           Rural            198.24 38.1    never smoked      0
## 1788           Rural             90.51 26.7    never smoked      0
## 1789           Urban             97.78 22.6          smokes      0
## 1792           Rural             93.00 25.7    never smoked      0
## 1794           Rural             96.25 23.3 formerly smoked      0
## 1796           Urban             63.08 20.5          smokes      0
## 1797           Urban            129.16 33.6          smokes      0
## 1799           Urban             83.34 49.3    never smoked      0
## 1800           Urban             95.01 26.2 formerly smoked      0
## 1801           Urban            229.21 30.1          smokes      0
## 1802           Urban             80.08 25.1    never smoked      0
## 1803           Rural             62.00 32.7          smokes      0
## 1808           Rural            151.33 30.9 formerly smoked      0
## 1812           Rural             91.46 29.5    never smoked      0
## 1816           Urban            100.29 30.2    never smoked      0
## 1817           Urban             68.37 24.2          smokes      0
## 1818           Rural             87.95 25.2    never smoked      0
## 1819           Urban             73.27 22.2          smokes      0
## 1821           Urban            107.29 29.6    never smoked      0
## 1823           Urban             74.01 28.7          smokes      0
## 1825           Rural             95.75 38.5          smokes      0
## 1831           Rural             85.51 26.6          smokes      0
## 1832           Rural             84.18 35.5    never smoked      0
## 1833           Urban             82.37 30.7    never smoked      0
## 1835           Rural             74.55 22.4    never smoked      0
## 1836           Urban            114.45 25.2          smokes      0
## 1837           Rural            113.68 24.2    never smoked      0
## 1838           Rural            107.91 20.5    never smoked      0
## 1839           Rural             83.85 24.5    never smoked      0
## 1841           Rural             72.13 42.6    never smoked      0
## 1842           Urban             94.98 23.8    never smoked      0
## 1843           Rural            228.42 42.3 formerly smoked      0
## 1844           Rural             93.90 42.2    never smoked      0
## 1846           Urban            121.60 22.8    never smoked      0
## 1847           Rural             84.40 42.3 formerly smoked      0
## 1848           Rural             82.13 28.5    never smoked      0
## 1849           Urban             73.33 23.0    never smoked      0
## 1851           Rural            212.97 49.8 formerly smoked      0
## 1852           Rural            100.41 23.8    never smoked      0
## 1853           Urban            202.05 31.7          smokes      0
## 1854           Urban             71.42 34.9          smokes      0
## 1855           Rural            107.50 54.0    never smoked      0
## 1856           Rural             55.57 26.8 formerly smoked      0
## 1857           Urban             58.14 21.3    never smoked      0
## 1859           Urban             78.79 42.4          smokes      0
## 1861           Rural             65.28 28.2    never smoked      0
## 1862           Rural             92.67 26.3 formerly smoked      0
## 1864           Urban            114.18 23.3    never smoked      0
## 1865           Rural            231.69 56.1 formerly smoked      0
## 1866           Rural            101.89 25.1          smokes      0
## 1867           Urban            107.22 35.3          smokes      0
## 1868           Rural            101.99 36.3    never smoked      0
## 1869           Rural             72.56 30.4 formerly smoked      0
## 1870           Urban             94.47 43.9    never smoked      0
## 1871           Urban             98.76 26.4          smokes      0
## 1872           Rural            116.93 28.3    never smoked      0
## 1873           Rural            219.96 42.3    never smoked      0
## 1874           Urban             75.77 38.0    never smoked      0
## 1875           Urban            196.92 22.2    never smoked      1
## 1877           Urban             88.97 28.8    never smoked      0
## 1878           Rural             72.49 38.5    never smoked      0
## 1880           Rural             97.96 31.3    never smoked      0
## 1881           Urban            197.69 28.4          smokes      0
## 1883           Urban             75.77 20.4 formerly smoked      0
## 1885           Urban             93.14 32.5    never smoked      0
## 1887           Rural            199.88 29.6 formerly smoked      0
## 1888           Rural             77.48 27.7 formerly smoked      0
## 1889           Rural             65.34 39.4    never smoked      0
## 1890           Urban             81.96 27.7 formerly smoked      0
## 1891           Urban             98.71 26.1 formerly smoked      0
## 1892           Rural            170.22 27.2 formerly smoked      0
## 1893           Urban             73.50 41.3          smokes      0
## 1894           Rural             72.39 27.7          smokes      0
## 1895           Urban            102.96 20.9 formerly smoked      0
## 1896           Urban             80.72 41.5 formerly smoked      0
## 1897           Urban             74.19 31.1 formerly smoked      0
## 1898           Urban             77.12 24.5 formerly smoked      0
## 1900           Rural            114.76 24.7    never smoked      0
## 1902           Urban             92.87 37.0    never smoked      0
## 1903           Urban            252.72 30.5 formerly smoked      1
## 1904           Urban            113.05 31.0          smokes      0
## 1905           Urban             68.24 33.1 formerly smoked      0
## 1906           Rural             74.35 26.6          smokes      0
## 1907           Urban             91.08 27.7    never smoked      0
## 1908           Urban             88.83 40.3          smokes      0
## 1911           Rural             66.17 26.1    never smoked      0
## 1912           Rural            222.29 38.2    never smoked      0
## 1913           Rural            114.16 21.3          smokes      0
## 1915           Rural            220.36 40.9 formerly smoked      0
## 1916           Urban             76.03 27.3    never smoked      0
## 1917           Urban             73.06 20.9    never smoked      0
## 1918           Urban            187.88 29.2 formerly smoked      0
## 1921           Rural            191.66 26.1          smokes      0
## 1924           Urban             92.59 24.6 formerly smoked      0
## 1925           Rural             80.42 33.4 formerly smoked      0
## 1926           Rural             62.47 34.4 formerly smoked      0
## 1927           Rural             63.94 17.6    never smoked      0
## 1928           Rural             77.73 19.2    never smoked      0
## 1930           Urban             96.30 28.1          smokes      0
## 1931           Rural            107.46 32.1    never smoked      0
## 1932           Rural            108.33 17.4    never smoked      0
## 1933           Rural             89.37 20.2    never smoked      0
## 1935           Urban            217.75 39.5    never smoked      0
## 1937           Rural             93.88 24.3          smokes      0
## 1941           Rural             81.76 34.3 formerly smoked      0
## 1942           Urban             59.20 43.8    never smoked      0
## 1944           Urban            226.88 36.7 formerly smoked      0
## 1945           Urban             65.66 33.7    never smoked      0
## 1946           Urban             58.70 38.9          smokes      0
## 1947           Urban            186.40 28.0    never smoked      0
## 1950           Urban            149.13 42.9          smokes      0
## 1951           Urban             82.39 17.1    never smoked      0
## 1953           Rural             80.25 30.3 formerly smoked      0
## 1954           Urban            203.81 33.9 formerly smoked      0
## 1957           Rural            120.58 21.5    never smoked      0
## 1958           Rural             86.57 28.5 formerly smoked      0
## 1959           Urban             90.01 34.4          smokes      0
## 1960           Rural             68.84 43.7 formerly smoked      0
## 1962           Urban            158.48 33.7 formerly smoked      0
## 1964           Rural             90.15 27.9 formerly smoked      0
## 1965           Rural             80.09 21.8    never smoked      0
## 1966           Rural            189.44 35.8    never smoked      0
## 1967           Rural             70.03 23.1          smokes      0
## 1968           Rural            249.29 30.3          smokes      0
## 1970           Urban             96.93 25.0          smokes      0
## 1971           Urban            211.35 30.7 formerly smoked      0
## 1973           Rural             60.96 11.5    never smoked      0
## 1974           Urban            120.09 30.7    never smoked      0
## 1975           Urban             92.13 33.7    never smoked      0
## 1976           Urban             83.07 26.5          smokes      0
## 1978           Urban            109.51 27.7    never smoked      0
## 1979           Urban             97.24 22.5    never smoked      0
## 1981           Urban            134.80 22.4    never smoked      0
## 1982           Urban             74.65 25.3 formerly smoked      0
## 1983           Urban             85.84 37.3    never smoked      0
## 1984           Urban             90.43 39.7          smokes      0
## 1985           Urban             74.35 28.0    never smoked      0
## 1986           Urban            206.59 41.4          smokes      0
## 1987           Urban            196.33 25.3    never smoked      0
## 1988           Rural             70.23 28.1    never smoked      0
## 1989           Urban            242.94 41.2    never smoked      0
## 1990           Rural            103.06 28.8    never smoked      0
## 1991           Urban             80.86 31.0          smokes      0
## 1992           Urban            114.32 28.3          smokes      0
## 1994           Rural            152.02 44.2 formerly smoked      0
## 1995           Rural             75.19 27.6    never smoked      0
## 1996           Urban             60.61 35.7 formerly smoked      0
## 1997           Rural             89.14 37.4 formerly smoked      0
## 1999           Rural            135.19 23.4    never smoked      0
## 2000           Urban             78.48 25.8 formerly smoked      0
## 2002           Urban             75.92 22.8    never smoked      0
## 2005           Rural            134.61 23.4    never smoked      0
## 2006           Rural            104.02 29.5    never smoked      0
## 2007           Urban             56.90 28.2    never smoked      0
## 2010           Rural             76.28 31.4 formerly smoked      0
## 2011           Urban             84.20 29.7    never smoked      1
## 2012           Urban             90.01 32.4 formerly smoked      0
## 2013           Rural            107.84 22.0 formerly smoked      0
## 2014           Rural             71.06 26.4    never smoked      0
## 2015           Urban            185.00 26.1    never smoked      0
## 2016           Rural            104.42 37.6          smokes      0
## 2019           Urban            128.23 49.4    never smoked      0
## 2020           Rural            104.23 23.8          smokes      0
## 2021           Urban            133.82 20.4    never smoked      0
## 2022           Rural             80.82 40.3    never smoked      0
## 2023           Rural            102.35 23.6    never smoked      0
## 2024           Rural             88.48 34.3    never smoked      0
## 2026           Rural             75.09 28.7    never smoked      0
## 2030           Rural             68.44 23.0          smokes      0
## 2031           Urban             65.36 39.3    never smoked      0
## 2032           Urban             94.12 20.1    never smoked      0
## 2033           Rural             96.24 25.4    never smoked      0
## 2035           Rural             84.03 26.5 formerly smoked      1
## 2036           Rural             77.29 28.4    never smoked      0
## 2038           Urban            107.18 28.2    never smoked      0
## 2039           Urban            130.07 26.0    never smoked      0
## 2040           Urban             57.30 41.5    never smoked      0
## 2041           Rural            101.35 32.2    never smoked      0
## 2042           Rural             94.03 25.7    never smoked      0
## 2043           Urban            227.81 33.0 formerly smoked      0
## 2044           Urban             66.67 35.0          smokes      0
## 2045           Urban            240.81 27.4    never smoked      0
## 2049           Urban             60.35 25.9 formerly smoked      0
## 2050           Urban            118.66 32.3    never smoked      0
## 2051           Urban             89.03 27.7          smokes      0
## 2052           Urban             58.51 30.4 formerly smoked      0
## 2053           Urban             96.04 45.1 formerly smoked      0
## 2055           Rural             92.72 36.6    never smoked      0
## 2058           Rural             61.83 31.3    never smoked      0
## 2059           Rural            131.99 37.5    never smoked      0
## 2060           Rural            136.81 23.1          smokes      0
## 2061           Rural            239.28 35.0    never smoked      0
## 2062           Urban            131.30 27.0    never smoked      0
## 2063           Rural            117.75 29.8    never smoked      0
## 2065           Rural             83.53 48.5 formerly smoked      0
## 2066           Rural            145.50 31.8 formerly smoked      0
## 2068           Rural            101.25 29.4 formerly smoked      0
## 2069           Urban            131.43 24.3    never smoked      0
## 2070           Rural            231.50 45.4    never smoked      0
## 2071           Rural             82.89 29.5    never smoked      0
## 2072           Rural            192.37 49.2    never smoked      0
## 2073           Rural             79.64 27.7          smokes      0
## 2075           Rural             99.40 29.1    never smoked      0
## 2076           Urban             77.75 38.8          smokes      0
## 2077           Rural             75.03 23.4    never smoked      0
## 2078           Rural            220.47 48.7    never smoked      0
## 2080           Urban            180.80 20.3    never smoked      0
## 2081           Urban            247.48 33.5          smokes      0
## 2082           Urban            216.00 36.7          smokes      0
## 2083           Urban             75.64 24.4    never smoked      0
## 2084           Urban             95.07 38.8 formerly smoked      0
## 2085           Urban            129.97 44.2          smokes      0
## 2086           Urban            124.26 33.4    never smoked      0
## 2089           Rural             95.36 21.5          smokes      0
## 2090           Urban             87.16 30.4 formerly smoked      0
## 2091           Rural            219.39 33.4          smokes      0
## 2095           Rural            220.47 36.4          smokes      0
## 2097           Urban             89.95 48.9 formerly smoked      0
## 2100           Urban            110.07 31.8    never smoked      0
## 2101           Urban             60.56 33.0    never smoked      0
## 2102           Urban             89.83 24.7          smokes      0
## 2104           Urban             71.50 40.3          smokes      0
## 2105           Urban             71.71 35.2          smokes      0
## 2106           Urban            173.96 31.2 formerly smoked      0
## 2107           Urban             96.06 37.6    never smoked      0
## 2108           Urban            113.20 38.7          smokes      0
## 2110           Rural            111.38 27.7          smokes      0
## 2111           Rural             73.29 28.1          smokes      0
## 2112           Urban             65.71 29.2          smokes      0
## 2114           Urban             89.11 24.1    never smoked      0
## 2115           Urban             63.32 18.7 formerly smoked      0
## 2116           Urban             85.68 39.6    never smoked      0
## 2119           Rural             91.68 32.4 formerly smoked      0
## 2120           Urban            198.33 42.7          smokes      0
## 2122           Rural             79.59 31.4          smokes      0
## 2123           Rural            106.74 33.7 formerly smoked      0
## 2124           Urban            191.33 24.5    never smoked      0
## 2125           Rural             59.52 33.7    never smoked      0
## 2126           Rural            206.52 35.4          smokes      0
## 2127           Rural             80.07 27.7    never smoked      0
## 2129           Urban             80.00 33.6    never smoked      0
## 2131           Urban            112.20 27.7    never smoked      0
## 2132           Urban             91.18 25.7    never smoked      0
## 2133           Rural             85.81 20.2 formerly smoked      0
## 2134           Urban            148.37 22.7    never smoked      0
## 2137           Rural            111.15 23.8    never smoked      0
## 2138           Urban             80.97 28.7    never smoked      0
## 2139           Rural             89.88 33.1 formerly smoked      0
## 2140           Rural             62.66 28.0 formerly smoked      0
## 2142           Rural             87.08 27.1    never smoked      0
## 2143           Rural             85.00 26.4          smokes      0
## 2144           Urban            100.49 23.7          smokes      0
## 2147           Rural             79.73 25.5          smokes      0
## 2148           Rural            101.13 35.9 formerly smoked      0
## 2150           Rural             98.39 22.2          smokes      0
## 2151           Rural            128.04 34.0          smokes      0
## 2155           Rural             83.27 19.8 formerly smoked      0
## 2157           Rural             99.73 36.7 formerly smoked      0
## 2159           Rural             65.77 23.7          smokes      0
## 2160           Urban            161.57 25.7          smokes      0
## 2161           Rural             74.32 34.0    never smoked      0
## 2163           Urban             74.43 44.8    never smoked      0
## 2164           Rural             86.36 27.7 formerly smoked      0
## 2168           Rural             62.48 29.5    never smoked      0
## 2169           Rural             55.62 25.8    never smoked      0
## 2170           Rural             84.90 26.2    never smoked      0
## 2172           Rural             86.55 29.8          smokes      0
## 2173           Rural            118.61 26.5    never smoked      0
## 2174           Rural             80.21 27.8 formerly smoked      0
## 2175           Rural             65.96 29.0    never smoked      0
## 2180           Rural             69.22 42.8    never smoked      0
## 2183           Urban            207.95 26.0 formerly smoked      0
## 2184           Rural            134.29 26.8          smokes      0
## 2186           Urban             86.25 29.0    never smoked      0
## 2187           Rural            112.94 43.0    never smoked      0
## 2188           Rural             73.54 36.6          smokes      0
## 2191           Rural             69.91 37.1    never smoked      0
## 2192           Rural             95.62 32.0          smokes      0
## 2193           Urban             63.95 32.2    never smoked      0
## 2195           Rural             86.00 24.1    never smoked      0
## 2196           Urban            120.27 25.0    never smoked      0
## 2198           Rural            131.63 27.6    never smoked      0
## 2199           Urban             79.36 48.8    never smoked      0
## 2200           Urban            120.77 27.6    never smoked      0
## 2201           Rural            100.42 39.5          smokes      0
## 2202           Urban            155.86 27.2          smokes      0
## 2203           Rural             66.01 26.3          smokes      0
## 2204           Urban             86.99 28.9          smokes      0
## 2205           Urban             90.55 30.0    never smoked      0
## 2207           Urban             60.06 25.5          smokes      0
## 2208           Rural             65.66 24.6 formerly smoked      0
## 2209           Urban            104.70 20.7          smokes      0
## 2210           Urban            113.86 36.4    never smoked      0
## 2212           Urban            165.99 32.3    never smoked      0
## 2215           Rural             77.37 21.4    never smoked      0
## 2216           Urban             93.55 31.7    never smoked      0
## 2218           Rural            167.59 34.3 formerly smoked      0
## 2219           Urban             98.03 22.1          smokes      0
## 2221           Urban             92.90 30.4          smokes      0
## 2222           Urban            117.34 21.6    never smoked      0
## 2223           Urban             80.75 30.9    never smoked      0
## 2226           Urban            114.34 30.3          smokes      0
## 2227           Rural            227.04 23.0          smokes      0
## 2228           Urban             87.56 24.1    never smoked      0
## 2229           Urban             84.47 52.7          smokes      0
## 2232           Urban             79.57 26.9    never smoked      0
## 2233           Rural             78.44 23.9    never smoked      0
## 2234           Urban             64.15 40.5    never smoked      0
## 2235           Urban             74.50 32.0    never smoked      0
## 2237           Urban             84.48 44.5    never smoked      0
## 2238           Urban            144.08 16.2 formerly smoked      0
## 2239           Rural             78.14 35.8    never smoked      0
## 2240           Urban            133.58 24.0    never smoked      0
## 2241           Urban            214.42 33.9 formerly smoked      0
## 2242           Urban             80.63 36.0          smokes      0
## 2243           Rural            233.71 22.9    never smoked      0
## 2244           Urban             96.00 44.5          smokes      0
## 2246           Rural            131.40 32.3    never smoked      0
## 2247           Urban            216.40 30.3    never smoked      0
## 2249           Urban             97.06 30.9    never smoked      0
## 2250           Rural            266.59 25.5    never smoked      0
## 2251           Rural             55.58 30.0    never smoked      0
## 2252           Urban             65.87 32.2 formerly smoked      0
## 2253           Urban             89.28 21.7          smokes      0
## 2255           Urban             74.70 28.8 formerly smoked      0
## 2258           Rural             84.88 27.1    never smoked      0
## 2261           Urban             81.44 31.5 formerly smoked      0
## 2263           Urban             68.48 24.3    never smoked      0
## 2264           Rural            219.72 33.7 formerly smoked      1
## 2265           Urban            100.02 28.0    never smoked      0
## 2271           Rural             72.49 25.8    never smoked      0
## 2273           Rural             92.11 43.0    never smoked      0
## 2274           Rural             70.54 24.4 formerly smoked      0
## 2275           Rural            205.00 30.1    never smoked      0
## 2276           Rural            126.39 21.3          smokes      0
## 2278           Urban             92.08 28.4          smokes      0
## 2280           Rural             95.25 24.3    never smoked      0
## 2282           Rural            203.44 30.5 formerly smoked      0
## 2283           Urban            243.73 27.7          smokes      0
## 2285           Rural             97.47 26.7    never smoked      0
## 2286           Rural             59.28 28.1    never smoked      0
## 2289           Rural             55.46 20.9    never smoked      0
## 2290           Urban            113.87 28.9    never smoked      0
## 2291           Urban             67.03 27.7    never smoked      0
## 2292           Rural             96.35 35.9    never smoked      0
## 2293           Urban            127.21 29.8          smokes      0
## 2294           Urban             78.90 26.7    never smoked      0
## 2295           Urban             59.91 28.4 formerly smoked      0
## 2296           Urban            160.94 26.7          smokes      0
## 2298           Urban             87.94 43.8    never smoked      0
## 2299           Rural             97.55 28.3 formerly smoked      0
## 2300           Urban            116.02 36.6 formerly smoked      0
## 2301           Rural            127.32 33.1          smokes      0
## 2302           Urban             75.50 27.0          smokes      0
## 2304           Rural            176.25 27.7    never smoked      0
## 2305           Rural            108.56 21.8    never smoked      0
## 2306           Urban            168.06 23.5          smokes      0
## 2307           Urban             75.52 28.7 formerly smoked      0
## 2308           Rural             82.15 31.6 formerly smoked      0
## 2309           Urban            200.28 31.9 formerly smoked      0
## 2310           Rural             62.44 25.2          smokes      0
## 2311           Rural             84.31 25.9          smokes      0
## 2314           Rural             96.69 27.4          smokes      0
## 2315           Urban             63.98 21.2 formerly smoked      0
## 2316           Urban            145.03 26.8 formerly smoked      0
## 2317           Urban             98.53 18.5    never smoked      0
## 2318           Urban            105.55 27.7          smokes      0
## 2322           Rural             70.52 26.5 formerly smoked      0
## 2323           Urban             93.21 43.8    never smoked      0
## 2325           Rural             88.29 36.6          smokes      0
## 2326           Rural             80.18 22.9 formerly smoked      0
## 2327           Rural             84.02 18.7    never smoked      0
## 2328           Rural             69.72 29.6    never smoked      0
## 2329           Urban            192.16 43.6    never smoked      0
## 2330           Rural             82.27 27.7    never smoked      0
## 2331           Urban            101.87 20.3    never smoked      0
## 2333           Urban            215.72 39.2          smokes      0
## 2335           Rural             91.93 30.2    never smoked      0
## 2336           Urban             58.63 35.3    never smoked      0
## 2337           Urban            173.14 37.0          smokes      0
## 2338           Urban            106.83 32.1 formerly smoked      0
## 2339           Urban             84.44 30.5 formerly smoked      0
## 2340           Urban             92.16 22.8    never smoked      0
## 2341           Urban             85.96 34.5 formerly smoked      0
## 2342           Rural            202.57 37.4    never smoked      0
## 2346           Urban            150.10 25.3    never smoked      0
## 2347           Rural             94.15 23.1          smokes      0
## 2348           Urban             65.50 30.7    never smoked      0
## 2349           Urban             81.31 18.8    never smoked      0
## 2350           Rural             78.96 28.6    never smoked      0
## 2352           Urban             90.40 26.5    never smoked      0
## 2353           Urban             71.59 40.3    never smoked      0
## 2354           Rural            209.50 37.9 formerly smoked      0
## 2356           Urban             57.43 53.5 formerly smoked      0
## 2357           Rural             87.93 33.6    never smoked      0
## 2359           Rural            112.12 30.5    never smoked      0
## 2360           Urban             92.02 38.1    never smoked      0
## 2361           Rural             60.98 29.9 formerly smoked      0
## 2362           Urban             86.35 32.7    never smoked      0
## 2364           Urban             72.61 38.5    never smoked      0
## 2365           Urban            110.78 22.9    never smoked      0
## 2366           Urban             99.78 38.0    never smoked      0
## 2367           Rural            201.45 43.8          smokes      0
## 2369           Rural            121.32 26.8    never smoked      0
## 2370           Urban             83.89 25.5    never smoked      0
## 2371           Rural             74.06 27.7    never smoked      0
## 2372           Urban            206.15 25.4    never smoked      0
## 2374           Urban             65.48 50.5    never smoked      0
## 2376           Rural             71.30 34.7    never smoked      0
## 2378           Rural            102.21 36.3    never smoked      0
## 2381           Urban             77.30 33.4    never smoked      0
## 2384           Rural             97.97 24.5    never smoked      0
## 2386           Urban             81.33 28.9    never smoked      0
## 2387           Urban            126.68 28.1    never smoked      0
## 2388           Urban            196.61 23.0    never smoked      0
## 2389           Urban            219.92 33.5 formerly smoked      0
## 2390           Rural             79.16 34.8 formerly smoked      0
## 2391           Urban             99.68 17.6 formerly smoked      0
## 2392           Urban             79.55 21.1 formerly smoked      0
## 2393           Rural             87.86 29.0 formerly smoked      0
## 2396           Urban            120.94 29.7 formerly smoked      0
## 2397           Rural             77.66 40.8    never smoked      0
## 2398           Rural            231.95 33.2    never smoked      0
## 2399           Urban            111.48 37.0          smokes      0
## 2401           Rural            216.38 34.5    never smoked      0
## 2402           Rural             95.01 28.0    never smoked      0
## 2403           Urban            105.74 26.8 formerly smoked      0
## 2405           Urban             56.89 23.8          smokes      0
## 2406           Urban             86.25 29.3    never smoked      0
## 2410           Rural             83.16 29.7          smokes      0
## 2411           Rural            110.68 32.4 formerly smoked      0
## 2413           Urban            213.33 31.1 formerly smoked      0
## 2415           Rural             87.62 33.7          smokes      0
## 2416           Rural             77.67 25.6    never smoked      0
## 2417           Rural             95.66 19.9          smokes      0
## 2418           Urban            172.33 45.3 formerly smoked      0
## 2420           Urban             87.06 28.3    never smoked      0
## 2421           Rural             93.02 40.2 formerly smoked      0
## 2422           Urban            243.59 24.3    never smoked      0
## 2424           Rural             97.81 26.6 formerly smoked      0
## 2425           Urban            116.04 30.9    never smoked      0
## 2426           Rural             74.63 23.1 formerly smoked      1
## 2427           Urban            169.43 23.5 formerly smoked      0
## 2428           Rural             68.41 23.9          smokes      0
## 2430           Urban             73.48 34.9          smokes      0
## 2431           Rural            183.87 26.2    never smoked      0
## 2432           Rural             66.08 36.2    never smoked      0
## 2434           Rural            101.09 19.3          smokes      0
## 2435           Urban             88.83 41.7    never smoked      0
## 2436           Rural             69.99 46.0          smokes      0
## 2437           Urban            102.40 26.9          smokes      0
## 2438           Rural             87.26 40.1          smokes      0
## 2441           Urban             76.83 26.0    never smoked      0
## 2443           Urban             90.92 16.0    never smoked      0
## 2444           Urban             67.50 27.7          smokes      0
## 2446           Urban             85.62 33.1 formerly smoked      0
## 2447           Rural            129.43 29.7    never smoked      0
## 2448           Urban            106.01 34.0          smokes      0
## 2452           Urban             78.97 19.4    never smoked      0
## 2454           Urban             95.04 28.7    never smoked      0
## 2455           Rural            103.15 21.0          smokes      0
## 2456           Urban             82.91 28.9 formerly smoked      0
## 2458           Rural            153.60 28.0 formerly smoked      0
## 2459           Urban            129.43 29.6    never smoked      0
## 2460           Rural             81.00 30.2 formerly smoked      0
## 2462           Urban             84.46 28.4 formerly smoked      0
## 2463           Rural            101.32 29.6 formerly smoked      0
## 2464           Urban             62.56 28.6    never smoked      0
## 2465           Urban            208.20 32.6 formerly smoked      0
## 2466           Urban            199.42 29.0    never smoked      0
## 2469           Urban             77.99 31.2 formerly smoked      0
## 2470           Urban            190.13 20.7    never smoked      0
## 2471           Urban            149.68 45.1    never smoked      0
## 2473           Rural            235.54 37.4 formerly smoked      0
## 2477           Rural            227.74 33.4          smokes      0
## 2480           Rural            100.05 20.8          smokes      0
## 2481           Rural            213.80 22.0    never smoked      0
## 2482           Rural            103.94 32.5          smokes      0
## 2484           Urban            250.80 32.9    never smoked      0
## 2486           Urban             65.98 21.7    never smoked      0
## 2488           Rural            217.84 27.7    never smoked      0
## 2490           Rural            217.00 29.4 formerly smoked      0
## 2491           Rural             57.47 30.1 formerly smoked      0
## 2492           Urban             78.24 32.9    never smoked      0
## 2493           Rural             94.38 34.0    never smoked      0
## 2494           Urban            100.31 38.6    never smoked      0
## 2495           Urban             74.29 29.3          smokes      0
## 2496           Rural            103.43 43.6          smokes      0
## 2497           Urban             99.83 22.7 formerly smoked      0
## 2498           Urban            217.40 36.6    never smoked      0
## 2500           Urban             79.79 25.6          smokes      0
## 2501           Urban            190.92 31.4    never smoked      0
## 2502           Urban             94.76 26.0 formerly smoked      0
## 2503           Urban            101.43 27.0 formerly smoked      0
## 2504           Rural            115.86 33.3    never smoked      0
## 2506           Rural             89.02 26.9    never smoked      0
## 2509           Rural             93.62 35.8    never smoked      0
## 2510           Rural             72.71 36.9 formerly smoked      0
## 2511           Rural             94.45 29.6 formerly smoked      0
## 2512           Rural             88.57 31.1    never smoked      0
## 2513           Urban             84.12 25.1 formerly smoked      0
## 2514           Urban             89.11 51.9          smokes      0
## 2515           Rural             99.83 36.3          smokes      0
## 2516           Rural            150.03 28.2    never smoked      0
## 2517           Urban             69.67 35.8 formerly smoked      0
## 2518           Urban             77.46 30.9 formerly smoked      0
## 2519           Urban            100.54 22.1          smokes      0
## 2520           Rural            142.38 17.6    never smoked      0
## 2521           Rural            110.87 29.5          smokes      0
## 2522           Urban             73.60 27.0    never smoked      0
## 2523           Rural             59.52 33.2    never smoked      0
## 2525           Urban            182.90 34.4          smokes      0
## 2526           Urban             75.28 36.7 formerly smoked      0
## 2527           Rural            100.75 27.2    never smoked      0
## 2528           Rural            163.82 27.5    never smoked      0
## 2529           Urban            110.42 32.6          smokes      0
## 2532           Rural            107.99 25.5    never smoked      0
## 2533           Rural             90.22 28.7 formerly smoked      0
## 2534           Rural            143.45 23.8    never smoked      0
## 2537           Urban             95.88 28.5    never smoked      0
## 2538           Urban            123.04 29.6    never smoked      0
## 2539           Urban             92.34 29.4          smokes      0
## 2540           Rural            116.84 28.2    never smoked      0
## 2541           Urban             90.04 28.7 formerly smoked      0
## 2542           Rural            255.17 38.1 formerly smoked      0
## 2543           Rural            217.55 27.7          smokes      0
## 2544           Urban            123.66 22.2    never smoked      0
## 2547           Urban             86.03 26.4    never smoked      0
## 2550           Rural            111.68 39.5    never smoked      0
## 2551           Urban             73.49 23.5    never smoked      0
## 2552           Urban             87.82 38.8 formerly smoked      0
## 2555           Urban             85.55 63.3    never smoked      0
## 2556           Urban             79.20 32.6    never smoked      0
## 2557           Urban            105.93 25.2    never smoked      0
## 2558           Urban             94.19 27.4 formerly smoked      0
## 2560           Rural             69.28 38.6 formerly smoked      0
## 2561           Urban             71.37 32.9    never smoked      0
## 2562           Urban            110.18 26.0 formerly smoked      0
## 2563           Rural             59.68 29.2 formerly smoked      0
## 2564           Urban             94.24 29.2 formerly smoked      0
## 2566           Urban             62.62 23.1 formerly smoked      0
## 2568           Urban            107.59 26.2 formerly smoked      0
## 2569           Urban            116.98 23.4    never smoked      0
## 2571           Urban            160.64 20.4          smokes      0
## 2572           Urban             84.40 25.9    never smoked      0
## 2573           Rural             81.13 34.1    never smoked      0
## 2574           Urban             88.19 18.3    never smoked      0
## 2577           Urban            143.47 27.6 formerly smoked      0
## 2578           Rural             84.60 27.0          smokes      0
## 2579           Rural            110.72 27.7    never smoked      0
## 2580           Rural            158.93 31.3          smokes      0
## 2583           Urban             72.00 34.4    never smoked      0
## 2584           Rural             57.76 33.2          smokes      0
## 2585           Rural            108.65 23.1    never smoked      0
## 2586           Rural             65.42 39.7    never smoked      0
## 2587           Rural             78.93 40.7 formerly smoked      0
## 2590           Urban            124.37 28.3    never smoked      0
## 2591           Urban            100.96 33.4    never smoked      0
## 2593           Urban             59.85 41.5    never smoked      0
## 2597           Urban             82.12 32.5          smokes      0
## 2598           Rural            106.35 26.1    never smoked      0
## 2601           Urban            107.49 29.5    never smoked      0
## 2602           Rural             88.47 28.1          smokes      0
## 2604           Urban             91.13 33.9    never smoked      0
## 2605           Rural             80.72 26.0 formerly smoked      0
## 2606           Rural             59.83 52.8    never smoked      0
## 2607           Urban             67.02 27.7 formerly smoked      0
## 2608           Rural             60.22 29.2    never smoked      0
## 2609           Rural             82.41 26.3          smokes      0
## 2611           Rural            102.42 18.6    never smoked      0
## 2613           Urban             93.51 30.9          smokes      0
## 2615           Rural             97.41 25.5    never smoked      0
## 2616           Urban             58.65 25.6          smokes      0
## 2619           Urban             77.55 27.7 formerly smoked      0
## 2620           Rural            142.12 28.4          smokes      0
## 2621           Urban            125.30 29.7 formerly smoked      0
## 2622           Rural            118.81 26.0          smokes      0
## 2623           Urban             84.16 37.5          smokes      0
## 2624           Urban             78.74 42.3          smokes      0
## 2626           Urban             61.11 29.3    never smoked      0
## 2628           Urban             76.19 22.0    never smoked      0
## 2629           Rural            115.99 20.9    never smoked      0
## 2630           Rural            100.80 45.9    never smoked      0
## 2632           Rural             93.85 29.1    never smoked      0
## 2633           Rural             94.69 28.4          smokes      0
## 2635           Rural             56.12 24.2          smokes      0
## 2637           Rural            196.81 35.9    never smoked      0
## 2638           Rural             87.81 29.8 formerly smoked      0
## 2639           Urban            222.66 37.0 formerly smoked      0
## 2640           Rural            223.58 35.8    never smoked      0
## 2641           Urban             85.77 21.1    never smoked      0
## 2644           Urban            141.80 31.9    never smoked      0
## 2646           Rural            198.79 27.7          smokes      0
## 2650           Rural             67.07 27.4    never smoked      0
## 2651           Rural             69.88 27.9          smokes      0
## 2653           Urban            123.81 39.0    never smoked      0
## 2654           Rural             73.36 36.6 formerly smoked      0
## 2655           Urban             60.91 29.9    never smoked      1
## 2656           Rural             90.54 33.7    never smoked      0
## 2657           Urban             69.24 27.6    never smoked      0
## 2658           Urban            192.39 31.0    never smoked      0
## 2660           Urban             74.35 28.5 formerly smoked      0
## 2661           Rural             71.94 31.4          smokes      0
## 2662           Rural             82.35 25.3    never smoked      0
## 2663           Rural             73.28 17.2    never smoked      0
## 2665           Rural             83.30 32.0          smokes      0
## 2668           Urban             79.96 27.0 formerly smoked      0
## 2670           Urban             82.86 25.0    never smoked      0
## 2671           Rural             97.87 27.7          smokes      0
## 2672           Rural            201.38 31.1    never smoked      0
## 2674           Rural             91.85 24.7          smokes      0
## 2675           Urban             99.23 48.0 formerly smoked      0
## 2676           Urban             68.13 38.0 formerly smoked      0
## 2677           Rural             93.76 24.0 formerly smoked      0
## 2678           Rural            103.89 30.0    never smoked      0
## 2681           Rural             78.03 23.9 formerly smoked      1
## 2684           Urban             99.76 27.1 formerly smoked      0
## 2686           Urban            193.81 46.8    never smoked      0
## 2687           Rural             97.27 26.0    never smoked      0
## 2688           Urban            137.77 29.3    never smoked      0
## 2689           Urban            105.19 50.1          smokes      0
## 2690           Urban             82.72 27.7    never smoked      0
## 2692           Urban             68.79 27.0    never smoked      0
## 2693           Urban             94.19 25.7    never smoked      0
## 2694           Rural            121.17 25.5 formerly smoked      0
## 2695           Rural            106.41 27.3    never smoked      0
## 2697           Urban             82.18 42.7    never smoked      0
## 2698           Urban             96.81 41.2          smokes      0
## 2699           Rural            107.42 20.2 formerly smoked      0
## 2700           Rural             69.20 30.9    never smoked      0
## 2701           Urban             92.73 27.7    never smoked      0
## 2702           Urban             86.11 22.3    never smoked      0
## 2703           Rural            111.78 39.4          smokes      0
## 2704           Urban            122.26 34.2    never smoked      0
## 2705           Rural             78.16 20.1    never smoked      0
## 2706           Rural            105.77 36.8    never smoked      0
## 2707           Urban            102.97 27.7          smokes      0
## 2708           Urban             77.53 33.9 formerly smoked      0
## 2709           Urban             77.35 27.7    never smoked      0
## 2711           Rural            239.95 32.2          smokes      0
## 2712           Urban             61.96 22.0          smokes      0
## 2713           Rural             72.10 23.2    never smoked      0
## 2715           Urban             60.77 23.0          smokes      0
## 2716           Urban             71.06 23.4    never smoked      0
## 2717           Urban             60.36 24.1    never smoked      0
## 2719           Urban             65.33 26.1    never smoked      0
## 2720           Urban            113.28 23.7    never smoked      0
## 2723           Rural            106.08 32.5 formerly smoked      0
## 2724           Urban            156.45 24.3    never smoked      0
## 2726           Rural            114.05 32.5    never smoked      0
## 2727           Urban            202.21 39.3 formerly smoked      0
## 2728           Rural             57.28 23.9    never smoked      0
## 2730           Urban             63.60 37.3    never smoked      0
## 2731           Urban             80.01 33.0 formerly smoked      0
## 2732           Urban             58.42 24.7 formerly smoked      0
## 2733           Urban             67.38 32.8 formerly smoked      0
## 2734           Urban             71.22 28.5    never smoked      1
## 2737           Urban            144.90 26.4          smokes      1
## 2738           Rural             80.22 21.6    never smoked      0
## 2739           Rural            103.76 27.1    never smoked      0
## 2740           Urban             77.06 27.0    never smoked      0
## 2742           Urban            181.30 35.8    never smoked      0
## 2743           Rural             85.29 27.1 formerly smoked      0
## 2744           Urban            107.59 33.1          smokes      0
## 2745           Urban             87.72 25.9          smokes      0
## 2746           Rural             70.73 26.7          smokes      0
## 2748           Rural             95.47 26.0          smokes      0
## 2750           Urban            100.03 23.5    never smoked      0
## 2752           Urban            198.79 24.9    never smoked      0
## 2753           Rural             90.39 26.5    never smoked      0
## 2755           Urban            202.55 27.7 formerly smoked      0
## 2756           Rural             64.92 32.1          smokes      0
## 2757           Rural            154.60 28.5 formerly smoked      0
## 2758           Urban             95.98 40.1          smokes      0
## 2759           Rural            102.51 26.6          smokes      0
## 2761           Rural            232.12 28.8    never smoked      0
## 2763           Urban             70.04 31.4    never smoked      0
## 2764           Rural             97.61 32.1          smokes      0
## 2766           Rural             71.06 25.3 formerly smoked      0
## 2768           Urban             81.94 26.0          smokes      0
## 2769           Urban             96.37 30.7 formerly smoked      0
## 2770           Rural            114.16 43.3    never smoked      0
## 2771           Rural             93.58 35.2          smokes      0
## 2773           Rural            107.83 35.3          smokes      0
## 2774           Urban            107.21 27.0 formerly smoked      0
## 2775           Rural             99.35 26.1          smokes      0
## 2777           Rural             81.51 32.6    never smoked      0
## 2778           Rural             69.26 21.8 formerly smoked      0
## 2779           Urban            111.47 32.3    never smoked      0
## 2780           Rural             86.09 28.1    never smoked      0
## 2781           Rural             72.94 32.3 formerly smoked      0
## 2783           Rural             60.32 25.0    never smoked      0
## 2784           Rural            133.24 28.9    never smoked      0
## 2785           Rural             65.01 21.7 formerly smoked      0
## 2786           Urban             74.63 45.3    never smoked      0
## 2787           Rural            230.78 40.2    never smoked      0
## 2788           Urban             72.50 22.5 formerly smoked      0
## 2789           Urban             68.48 21.3    never smoked      0
## 2790           Urban             85.03 26.1 formerly smoked      0
## 2791           Urban             80.76 28.8          smokes      0
## 2792           Urban            204.98 27.7 formerly smoked      0
## 2793           Rural             95.36 32.4 formerly smoked      0
## 2795           Urban             89.18 25.9 formerly smoked      0
## 2796           Rural             91.53 38.8 formerly smoked      0
## 2797           Rural             65.16 30.8    never smoked      0
## 2798           Rural             74.53 24.6    never smoked      0
## 2800           Urban            227.89 38.8 formerly smoked      0
## 2802           Rural             69.35 27.7    never smoked      0
## 2803           Rural            216.71 36.2    never smoked      0
## 2805           Rural             75.25 27.6          smokes      0
## 2806           Rural             91.82 28.3 formerly smoked      0
## 2807           Urban             90.90 27.7 formerly smoked      1
## 2808           Urban             56.37 39.4          smokes      0
## 2810           Urban            202.67 40.4 formerly smoked      0
## 2812           Urban             90.31 27.6          smokes      0
## 2813           Rural            221.80 44.7 formerly smoked      0
## 2815           Urban            147.12 22.3 formerly smoked      0
## 2817           Rural            103.21 22.9 formerly smoked      0
## 2818           Urban             81.25 27.3          smokes      0
## 2819           Urban             84.69 25.0    never smoked      0
## 2820           Rural             87.10 48.3          smokes      0
## 2823           Urban             64.40 27.8    never smoked      0
## 2824           Urban            213.03 20.2          smokes      1
## 2825           Rural             85.48 27.7          smokes      0
## 2826           Rural             67.29 36.7 formerly smoked      0
## 2829           Urban             87.51 30.5 formerly smoked      0
## 2832           Urban             90.68 31.7          smokes      0
## 2834           Urban             92.44 33.4    never smoked      0
## 2836           Urban             89.87 26.5    never smoked      0
## 2837           Urban            105.28 27.1 formerly smoked      0
## 2838           Rural            131.80 30.3    never smoked      0
## 2841           Rural             83.37 17.8 formerly smoked      0
## 2842           Urban             79.80 37.4          smokes      0
## 2843           Rural            103.17 32.1 formerly smoked      0
## 2844           Urban             62.52 38.2    never smoked      0
## 2845           Urban             75.78 27.7          smokes      0
## 2846           Urban            110.36 39.1 formerly smoked      0
## 2847           Rural            140.07 29.5    never smoked      0
## 2848           Rural             84.86 28.6    never smoked      0
## 2849           Rural            243.58 33.6    never smoked      1
## 2850           Rural            106.85 40.1    never smoked      0
## 2851           Rural            102.07 31.8    never smoked      0
## 2853           Urban             67.07 24.5    never smoked      0
## 2854           Rural             73.70 26.2    never smoked      0
## 2855           Urban             77.59 33.0    never smoked      0
## 2858           Rural            215.81 58.1    never smoked      0
## 2859           Rural             65.40 36.9 formerly smoked      0
## 2860           Urban            139.72 43.9    never smoked      0
## 2862           Urban            149.17 23.1    never smoked      0
## 2864           Urban             90.21 41.2    never smoked      0
## 2865           Urban            139.48 28.6 formerly smoked      0
## 2866           Urban             90.77 26.0    never smoked      0
## 2867           Urban            220.24 36.8    never smoked      0
## 2868           Rural             81.42 35.8    never smoked      0
## 2869           Urban            102.36 24.2    never smoked      0
## 2870           Urban             82.85 22.9          smokes      0
## 2871           Urban            102.11 23.1    never smoked      0
## 2872           Rural            195.61 27.7    never smoked      0
## 2873           Urban             80.92 28.9          smokes      0
## 2874           Rural             71.80 26.5    never smoked      0
## 2875           Urban             88.47 29.3    never smoked      0
## 2876           Urban             67.68 24.8 formerly smoked      0
## 2878           Rural             83.58 18.2    never smoked      0
## 2879           Rural            104.04 34.7 formerly smoked      0
## 2881           Urban            106.22 29.0    never smoked      0
## 2882           Rural            112.46 27.3    never smoked      0
## 2883           Rural             72.42 27.6    never smoked      0
## 2884           Rural             96.73 20.4    never smoked      0
## 2886           Urban            267.61 27.9          smokes      0
## 2887           Rural            109.46 41.5    never smoked      0
## 2891           Rural             83.13 32.0          smokes      0
## 2896           Rural             91.36 38.8 formerly smoked      0
## 2898           Rural             79.27 29.0          smokes      0
## 2899           Urban            113.21 28.6          smokes      0
## 2900           Urban            105.99 29.8    never smoked      0
## 2901           Rural             59.93 28.9 formerly smoked      0
## 2903           Urban             73.37 27.7          smokes      0
## 2904           Urban            115.42 16.7          smokes      0
## 2907           Urban            161.95 30.8    never smoked      0
## 2908           Urban            104.55 23.9          smokes      0
## 2910           Urban            160.87 27.7 formerly smoked      0
## 2911           Urban             82.02 41.8          smokes      0
## 2912           Urban             78.02 36.4    never smoked      0
## 2914           Urban             65.12 28.3    never smoked      0
## 2915           Rural            143.33 22.4 formerly smoked      0
## 2917           Urban             88.20 22.7    never smoked      0
## 2919           Rural             86.53 20.8    never smoked      0
## 2921           Rural             63.72 35.8          smokes      0
## 2922           Rural             63.78 29.9    never smoked      0
## 2923           Urban             55.64 43.4    never smoked      0
## 2924           Urban            107.26 38.6 formerly smoked      1
## 2925           Urban             88.88 36.3    never smoked      0
## 2926           Urban            114.61 40.1 formerly smoked      0
## 2927           Rural             56.08 35.9 formerly smoked      0
## 2928           Rural             59.62 32.4    never smoked      0
## 2930           Rural            176.71 33.2    never smoked      0
## 2933           Urban             87.16 28.2    never smoked      0
## 2934           Rural            102.46 29.7    never smoked      0
## 2936           Rural            161.00 29.0          smokes      0
## 2939           Rural            157.67 22.7 formerly smoked      0
## 2941           Urban             64.02 23.8          smokes      0
## 2943           Rural             71.97 27.2    never smoked      0
## 2945           Rural             65.07 21.5    never smoked      0
## 2946           Rural            207.62 31.8    never smoked      0
## 2947           Urban            108.64 29.5    never smoked      0
## 2949           Urban            116.20 27.6 formerly smoked      0
## 2950           Rural            231.43 23.0          smokes      0
## 2951           Urban            112.62 24.8    never smoked      0
## 2952           Urban            220.26 28.0 formerly smoked      0
## 2954           Rural             82.83 27.8 formerly smoked      0
## 2955           Urban            102.48 30.2 formerly smoked      0
## 2956           Rural             69.12 26.8    never smoked      0
## 2957           Urban            211.12 22.0    never smoked      0
## 2958           Rural             95.38 34.3 formerly smoked      0
## 2959           Rural            108.72 29.2 formerly smoked      0
## 2960           Rural             88.65 30.3    never smoked      0
## 2963           Rural             73.78 21.4          smokes      0
## 2964           Urban             82.85 27.7          smokes      0
## 2966           Rural             75.77 30.0 formerly smoked      0
## 2967           Rural             80.96 33.7 formerly smoked      0
## 2968           Rural             82.40 30.9          smokes      0
## 2972           Rural             98.57 31.6    never smoked      0
## 2976           Rural             84.18 27.7          smokes      0
## 2977           Rural             69.23 28.7          smokes      0
## 2979           Urban            103.45 25.1          smokes      0
## 2980           Urban            104.86 19.8    never smoked      0
## 2981           Urban             90.30 30.8          smokes      0
## 2982           Rural             90.87 22.1    never smoked      0
## 2984           Rural             74.14 31.2 formerly smoked      0
## 2985           Urban             87.25 24.9          smokes      0
## 2986           Rural            215.33 27.0 formerly smoked      0
## 2987           Urban             88.38 20.1          smokes      0
## 2988           Rural            104.40 24.4    never smoked      0
## 2989           Urban            104.92 22.6    never smoked      0
## 2990           Urban            106.54 22.4    never smoked      0
## 2991           Rural             62.91 26.2    never smoked      0
## 2992           Rural             61.47 22.9    never smoked      0
## 2993           Rural             88.50 32.6 formerly smoked      0
## 2995           Urban             90.77 43.9 formerly smoked      0
## 2996           Urban            137.91 41.8    never smoked      0
## 2998           Urban            228.20 37.7    never smoked      0
## 2999           Urban             92.15 20.8    never smoked      0
## 3001           Rural             94.96 22.1 formerly smoked      0
## 3003           Rural             66.59 36.7 formerly smoked      0
## 3004           Urban             80.10 32.0    never smoked      0
## 3005           Urban             73.72 25.9          smokes      0
## 3006           Urban             90.49 28.9 formerly smoked      0
## 3007           Urban             92.99 29.3 formerly smoked      0
## 3008           Rural             62.57 32.3    never smoked      0
## 3009           Rural             65.51 33.2 formerly smoked      0
## 3010           Urban             95.29 31.6          smokes      0
## 3011           Urban             83.70 20.6    never smoked      0
## 3012           Rural             63.16 23.3 formerly smoked      0
## 3014           Urban             87.23 27.7 formerly smoked      0
## 3016           Urban             99.33 33.7    never smoked      1
## 3017           Rural            104.45 27.7    never smoked      0
## 3019           Rural            113.65 49.3    never smoked      0
## 3020           Rural             65.93 30.3    never smoked      0
## 3021           Urban             93.78 24.4    never smoked      0
## 3022           Rural            223.90 28.2 formerly smoked      0
## 3024           Rural             58.09 39.2          smokes      1
## 3025           Urban             93.18 42.6 formerly smoked      0
## 3026           Rural            169.74 31.9    never smoked      0
## 3029           Urban             82.25 30.5 formerly smoked      0
## 3030           Urban             85.81 21.7 formerly smoked      0
## 3031           Rural             85.27 24.6    never smoked      0
## 3032           Urban             86.06 38.1    never smoked      0
## 3033           Urban            104.36 19.2          smokes      0
## 3034           Urban             78.29 30.1 formerly smoked      0
## 3036           Rural            207.96 34.5 formerly smoked      0
## 3037           Rural            105.52 30.8    never smoked      0
## 3038           Rural            109.27 43.8 formerly smoked      0
## 3039           Urban             91.34 29.9    never smoked      0
## 3040           Rural            176.78 50.4    never smoked      0
## 3041           Rural             67.73 22.6    never smoked      0
## 3043           Rural             70.29 33.4 formerly smoked      0
## 3045           Urban            205.01 52.7 formerly smoked      0
## 3047           Rural             64.44 26.9 formerly smoked      0
## 3048           Rural            111.65 35.2 formerly smoked      0
## 3049           Rural             90.65 22.1 formerly smoked      0
## 3050           Urban             94.20 34.4          smokes      0
## 3052           Rural             92.37 26.9    never smoked      0
## 3055           Rural             86.36 32.1          smokes      0
## 3056           Urban             82.72 29.8          smokes      0
## 3057           Urban            113.57 27.5 formerly smoked      0
## 3059           Rural             91.85 27.6 formerly smoked      0
## 3060           Urban             88.89 33.0    never smoked      0
## 3061           Urban             79.55 33.7    never smoked      0
## 3064           Rural             88.49 22.2          smokes      0
## 3065           Rural             91.85 21.4 formerly smoked      0
## 3066           Rural             72.01 26.0 formerly smoked      0
## 3067           Rural             81.96 29.9    never smoked      0
## 3068           Urban             70.56 28.6          smokes      0
## 3069           Urban             71.02 21.2    never smoked      0
## 3071           Urban            127.20 22.7    never smoked      0
## 3072           Rural             69.76 25.3          smokes      0
## 3073           Rural             74.63 31.6 formerly smoked      0
## 3074           Rural            102.27 38.9 formerly smoked      0
## 3075           Rural             73.56 27.1          smokes      0
## 3076           Urban             57.77 24.1 formerly smoked      0
## 3077           Urban            151.25 31.5    never smoked      0
## 3079           Rural             71.50 31.8    never smoked      0
## 3080           Urban             84.70 34.0    never smoked      0
## 3085           Urban             72.60 31.6    never smoked      0
## 3086           Rural             69.77 23.2    never smoked      0
## 3087           Urban             84.43 30.0          smokes      0
## 3088           Rural             84.13 26.3    never smoked      0
## 3089           Rural             81.54 31.8 formerly smoked      0
## 3090           Rural             57.17 25.5 formerly smoked      0
## 3091           Rural             86.15 21.3    never smoked      0
## 3092           Rural            163.02 29.6    never smoked      0
## 3093           Urban            110.41 28.7    never smoked      0
## 3094           Rural            102.58 30.8    never smoked      0
## 3096           Rural            140.96 34.0          smokes      0
## 3098           Rural             64.18 32.1    never smoked      0
## 3100           Urban             75.32 27.7 formerly smoked      1
## 3101           Rural            127.57 22.6    never smoked      0
## 3102           Urban            109.23 31.3    never smoked      0
## 3103           Urban            124.49 29.0    never smoked      0
## 3104           Rural            142.82 27.6    never smoked      0
## 3110           Urban            214.43 39.9          smokes      0
## 3112           Urban             66.46 31.5 formerly smoked      0
## 3113           Urban             56.42 29.6    never smoked      0
## 3116           Urban             72.33 36.2          smokes      0
## 3118           Rural             73.48 33.0    never smoked      0
## 3120           Urban             84.78 33.6 formerly smoked      0
## 3121           Rural            164.77 34.5    never smoked      0
## 3122           Rural            220.64 30.0    never smoked      0
## 3124           Urban             69.53 26.2    never smoked      0
## 3126           Urban             83.93 25.6 formerly smoked      0
## 3129           Rural            112.54 23.4 formerly smoked      0
## 3130           Rural             75.25 39.7 formerly smoked      0
## 3131           Urban            204.77 40.8    never smoked      0
## 3132           Rural            127.29 27.7    never smoked      1
## 3133           Urban             63.86 29.5          smokes      0
## 3135           Urban             80.08 25.6    never smoked      0
## 3138           Rural             80.82 49.3    never smoked      0
## 3139           Rural             90.60 16.9    never smoked      0
## 3141           Rural             87.15 32.1    never smoked      0
## 3142           Urban             80.72 34.1          smokes      0
## 3147           Urban            248.37 32.2          smokes      0
## 3150           Rural            124.38 23.4 formerly smoked      0
## 3151           Urban            124.13 31.4    never smoked      1
## 3152           Rural             92.21 31.0    never smoked      0
## 3153           Urban            148.72 28.7    never smoked      0
## 3155           Urban             82.09 35.7          smokes      0
## 3156           Urban            194.53 39.5    never smoked      0
## 3158           Rural            135.74 31.3 formerly smoked      0
## 3160           Urban            115.69 29.2    never smoked      0
## 3161           Rural             67.76 26.0    never smoked      0
## 3162           Rural             88.65 18.1 formerly smoked      0
## 3165           Urban             59.07 21.6    never smoked      0
## 3166           Urban            228.92 27.9 formerly smoked      0
## 3169           Rural             81.25 43.4          smokes      0
## 3170           Urban             92.71 30.5 formerly smoked      0
## 3172           Urban             89.06 27.7    never smoked      0
## 3175           Urban             79.39 31.5 formerly smoked      0
## 3177           Rural             81.73 27.4    never smoked      0
## 3178           Urban            105.52 37.9 formerly smoked      0
## 3181           Urban            227.68 27.7    never smoked      0
## 3182           Rural            226.73 43.7    never smoked      0
## 3183           Urban             89.74 28.4    never smoked      0
## 3184           Rural            219.17 29.8    never smoked      0
## 3185           Urban             74.85 24.8 formerly smoked      0
## 3186           Urban             55.96 34.8    never smoked      0
## 3187           Urban            215.92 27.4          smokes      0
## 3188           Urban             84.40 27.7          smokes      0
## 3189           Urban            104.05 33.5    never smoked      0
## 3190           Urban             62.54 35.0          smokes      0
## 3192           Urban             76.81 28.3          smokes      0
## 3193           Rural            198.12 29.1    never smoked      0
## 3194           Rural             78.00 31.3 formerly smoked      0
## 3195           Urban             79.44 32.8    never smoked      0
## 3196           Rural             75.82 29.1    never smoked      0
## 3197           Urban            240.86 31.9    never smoked      0
## 3199           Rural            263.56 26.3    never smoked      0
## 3200           Urban             81.13 22.8    never smoked      0
## 3201           Urban            118.44 24.8    never smoked      0
## 3202           Rural             97.37 34.1          smokes      0
## 3204           Rural             78.88 26.1    never smoked      0
## 3205           Rural             83.61 21.4          smokes      0
## 3206           Urban             73.19 33.5    never smoked      0
## 3209           Urban             87.87 23.4    never smoked      0
## 3211           Rural             91.05 31.1 formerly smoked      0
## 3212           Rural            200.14 37.7          smokes      0
## 3213           Urban             73.04 25.3    never smoked      0
## 3214           Rural             85.81 35.6    never smoked      0
## 3215           Urban             65.41 24.8          smokes      0
## 3216           Rural            108.68 32.7    never smoked      0
## 3217           Rural             88.79 24.9    never smoked      0
## 3218           Rural            107.82 26.0    never smoked      0
## 3219           Urban             97.39 22.8    never smoked      0
## 3222           Urban             77.91 30.3 formerly smoked      0
## 3223           Rural            103.60 23.7    never smoked      0
## 3225           Rural            118.22 21.9 formerly smoked      0
## 3227           Rural             85.59 30.5    never smoked      0
## 3230           Rural             81.11 28.8 formerly smoked      0
## 3231           Rural            235.45 27.7 formerly smoked      0
## 3232           Rural             79.20 22.4    never smoked      0
## 3234           Rural             99.84 36.6    never smoked      0
## 3235           Rural             98.05 27.9    never smoked      0
## 3239           Urban             79.94 26.7    never smoked      0
## 3242           Rural             67.06 26.7          smokes      0
## 3243           Rural             82.68 29.2    never smoked      0
## 3244           Rural            125.89 21.3    never smoked      0
## 3246           Urban            197.54 27.7    never smoked      1
## 3248           Urban             90.06 28.9          smokes      0
## 3249           Urban            119.90 30.9          smokes      0
## 3250           Urban             94.53 36.1    never smoked      0
## 3251           Urban             64.66 25.0 formerly smoked      0
## 3252           Urban            103.79 28.6    never smoked      0
## 3253           Urban             88.51 20.5    never smoked      0
## 3255           Urban             92.59 36.6    never smoked      0
## 3256           Rural            102.89 26.4    never smoked      0
## 3257           Rural             92.26 33.1 formerly smoked      0
## 3258           Rural             80.00 27.5    never smoked      0
## 3259           Rural            196.71 36.5 formerly smoked      1
## 3260           Urban             56.75 26.9    never smoked      0
## 3261           Urban            104.66 23.9    never smoked      0
## 3263           Urban            223.14 27.8    never smoked      0
## 3264           Urban            105.51 32.7    never smoked      0
## 3265           Urban             83.42 28.7    never smoked      0
## 3267           Urban            101.24 26.5    never smoked      0
## 3268           Urban             91.19 28.3    never smoked      0
## 3269           Urban            174.43 24.3    never smoked      0
## 3270           Urban            214.51 24.0 formerly smoked      0
## 3271           Rural             72.64 32.4    never smoked      0
## 3273           Rural            141.16 36.7    never smoked      0
## 3274           Rural             89.61 27.7    never smoked      0
## 3275           Rural             76.42 24.8          smokes      0
## 3276           Rural            124.38 31.2    never smoked      0
## 3277           Urban            111.81 26.1 formerly smoked      0
## 3279           Urban             77.82 26.7 formerly smoked      0
## 3281           Urban             91.02 25.8    never smoked      0
## 3282           Rural             65.46 32.5 formerly smoked      0
## 3283           Rural            131.19 28.3          smokes      0
## 3284           Rural             79.89 24.5          smokes      0
## 3286           Urban            231.31 32.3    never smoked      0
## 3287           Urban             91.57 30.1 formerly smoked      0
## 3288           Urban            238.78 35.7 formerly smoked      0
## 3289           Rural             87.18 20.0 formerly smoked      0
## 3292           Rural            110.28 22.3    never smoked      0
## 3293           Rural             59.32 33.2    never smoked      1
## 3294           Urban             71.66 28.7    never smoked      0
## 3296           Urban             83.64 29.4          smokes      0
## 3298           Rural            233.59 43.9    never smoked      0
## 3299           Urban             84.88 28.7 formerly smoked      0
## 3302           Rural             70.11 24.2    never smoked      0
## 3303           Urban            112.77 22.7          smokes      0
## 3304           Urban             75.46 29.3 formerly smoked      0
## 3305           Urban             63.63 20.0          smokes      0
## 3306           Urban            100.22 22.7          smokes      0
## 3307           Rural             81.77 25.4    never smoked      0
## 3308           Rural             94.25 37.6    never smoked      0
## 3309           Rural            188.13 44.7 formerly smoked      0
## 3312           Rural             79.81 27.7 formerly smoked      0
## 3313           Rural            100.12 32.3 formerly smoked      0
## 3314           Urban            151.23 24.9    never smoked      0
## 3315           Rural            112.41 33.7    never smoked      0
## 3316           Urban            205.97 26.6 formerly smoked      0
## 3317           Urban            112.19 53.4    never smoked      0
## 3318           Rural             71.93 41.7    never smoked      0
## 3319           Urban            190.89 22.0    never smoked      0
## 3320           Urban            138.02 20.3          smokes      0
## 3322           Rural            105.73 28.2          smokes      0
## 3324           Urban            102.10 22.5 formerly smoked      0
## 3325           Urban             97.37 26.5          smokes      0
## 3328           Rural            130.00 25.9 formerly smoked      0
## 3330           Rural            111.04 30.0    never smoked      0
## 3331           Urban            214.77 15.0 formerly smoked      0
## 3332           Rural             97.25 21.5    never smoked      0
## 3333           Urban             79.95 25.9    never smoked      0
## 3334           Urban            162.24 24.3          smokes      0
## 3337           Urban             98.35 26.6    never smoked      0
## 3338           Urban             75.73 30.7    never smoked      0
## 3340           Urban             80.34 29.2    never smoked      0
## 3342           Rural             94.96 21.5    never smoked      0
## 3343           Urban            108.18 19.1    never smoked      0
## 3345           Rural            189.88 34.0    never smoked      0
## 3346           Urban            197.11 23.9    never smoked      0
## 3347           Rural            100.08 20.9          smokes      0
## 3349           Urban            237.75 27.7 formerly smoked      1
## 3350           Rural             84.07 27.6          smokes      0
## 3351           Rural             99.65 50.3    never smoked      0
## 3352           Urban             82.33 24.5    never smoked      0
## 3354           Rural            108.71 24.0    never smoked      0
## 3355           Urban             64.94 18.8    never smoked      0
## 3357           Urban             83.50 25.8    never smoked      0
## 3358           Rural            192.47 30.3    never smoked      0
## 3359           Urban            125.89 28.9          smokes      0
## 3360           Urban             87.72 21.3    never smoked      0
## 3361           Rural             68.94 26.8    never smoked      0
## 3363           Urban             85.82 25.0 formerly smoked      0
## 3364           Rural             87.47 21.5    never smoked      0
## 3366           Rural             85.12 32.5    never smoked      0
## 3367           Urban            103.37 26.9 formerly smoked      0
## 3368           Rural             81.68 30.4    never smoked      0
## 3369           Urban             76.51 29.8    never smoked      0
## 3371           Rural             65.12 41.1          smokes      0
## 3375           Urban             65.77 31.2    never smoked      0
## 3376           Rural             55.72 38.2    never smoked      0
## 3377           Urban             75.67 44.7    never smoked      0
## 3378           Rural             88.18 33.5          smokes      0
## 3379           Rural             95.94 27.0    never smoked      0
## 3380           Urban             86.93 31.1    never smoked      0
## 3381           Urban             85.17 29.2    never smoked      0
## 3382           Urban            111.10 26.6    never smoked      0
## 3384           Urban             97.47 24.2 formerly smoked      0
## 3386           Rural             83.97 28.5 formerly smoked      0
## 3387           Urban             98.55 21.3    never smoked      0
## 3388           Rural            202.98 41.3    never smoked      0
## 3389           Urban             60.70 31.3    never smoked      0
## 3390           Urban             92.22 40.8    never smoked      0
## 3393           Urban             69.92 18.7 formerly smoked      0
## 3395           Rural             95.32 26.8    never smoked      0
## 3396           Rural            107.78 25.1    never smoked      0
## 3397           Urban            198.32 31.3 formerly smoked      0
## 3398           Urban            100.16 59.7    never smoked      0
## 3399           Urban             96.02 29.8    never smoked      0
## 3400           Rural            112.69 33.5 formerly smoked      0
## 3401           Urban             60.61 24.5    never smoked      0
## 3402           Urban             79.77 33.6    never smoked      0
## 3403           Urban             87.41 39.7 formerly smoked      0
## 3404           Rural            226.38 47.4    never smoked      0
## 3405           Rural            124.64 26.4          smokes      0
## 3406           Urban             69.42 33.0    never smoked      0
## 3407           Urban             77.68 31.4    never smoked      0
## 3408           Rural            112.79 27.2    never smoked      0
## 3409           Rural            236.79 35.7 formerly smoked      0
## 3410           Rural            219.82 29.5 formerly smoked      0
## 3412           Rural            104.08 26.6    never smoked      0
## 3413           Urban            101.57 24.3          smokes      0
## 3414           Rural             71.32 43.9          smokes      0
## 3415           Urban            194.99 32.8    never smoked      1
## 3418           Rural             78.45 27.0 formerly smoked      0
## 3419           Rural             61.11 32.7    never smoked      0
## 3423           Rural             83.26 32.9    never smoked      0
## 3424           Urban             78.70 27.6 formerly smoked      0
## 3425           Urban            111.94 26.5          smokes      0
## 3426           Rural            104.77 19.2          smokes      0
## 3428           Rural            113.84 21.9    never smoked      0
## 3431           Rural            133.62 25.2    never smoked      0
## 3432           Rural            111.96 28.2    never smoked      0
## 3436           Rural            206.62 28.0 formerly smoked      0
## 3438           Rural            216.88 31.4          smokes      0
## 3439           Urban            110.38 26.3    never smoked      0
## 3440           Urban             99.23 27.7          smokes      0
## 3441           Rural            204.92 39.6    never smoked      0
## 3442           Urban             56.74 28.9    never smoked      0
## 3445           Urban             59.74 27.0 formerly smoked      0
## 3446           Rural             81.59 27.2    never smoked      0
## 3447           Rural            123.83 23.8    never smoked      0
## 3448           Urban            226.84 25.3 formerly smoked      0
## 3450           Rural             85.84 31.8    never smoked      0
## 3452           Urban             80.17 28.0    never smoked      0
## 3453           Urban             85.03 23.9 formerly smoked      0
## 3454           Urban            234.35 25.3 formerly smoked      0
## 3455           Urban            116.25 16.4 formerly smoked      0
## 3456           Urban             66.55 26.9          smokes      0
## 3457           Urban             88.38 25.4    never smoked      0
## 3459           Urban             68.40 37.5    never smoked      0
## 3460           Urban             96.95 41.4    never smoked      0
## 3461           Rural             66.24 37.5    never smoked      0
## 3463           Urban             84.86 37.6    never smoked      0
## 3464           Rural            118.88 30.5    never smoked      0
## 3467           Rural             75.34 38.0    never smoked      0
## 3469           Urban            200.73 25.7 formerly smoked      0
## 3470           Urban            114.09 30.1    never smoked      0
## 3471           Urban             67.30 36.3    never smoked      0
## 3474           Rural             72.54 28.4    never smoked      0
## 3476           Urban             89.16 24.0    never smoked      0
## 3477           Rural            108.64 43.3    never smoked      0
## 3478           Rural             83.66 36.4    never smoked      0
## 3479           Rural             81.21 37.9    never smoked      0
## 3480           Urban             86.96 32.6    never smoked      0
## 3481           Rural             92.95 23.9    never smoked      0
## 3483           Rural             85.52 36.4    never smoked      0
## 3484           Rural            159.39 29.2    never smoked      0
## 3485           Urban            202.51 30.8 formerly smoked      0
## 3486           Rural             82.24 23.8 formerly smoked      0
## 3488           Rural             91.85 31.8 formerly smoked      0
## 3490           Rural            105.49 31.5          smokes      0
## 3491           Urban            101.53 24.1 formerly smoked      0
## 3493           Urban            126.04 35.9    never smoked      0
## 3498           Urban             79.70 25.0    never smoked      0
## 3499           Rural            209.15 52.9 formerly smoked      0
## 3500           Rural             70.22 24.8 formerly smoked      0
## 3501           Rural             83.57 24.5    never smoked      0
## 3502           Urban             60.60 40.4          smokes      0
## 3504           Rural            162.72 31.9          smokes      0
## 3505           Urban             73.27 25.4          smokes      0
## 3507           Urban             90.00 38.6    never smoked      0
## 3508           Rural             78.28 31.0 formerly smoked      0
## 3509           Rural             87.81 26.4          smokes      0
## 3510           Urban            202.66 27.7    never smoked      0
## 3511           Rural            196.50 37.7    never smoked      0
## 3512           Urban            180.93 27.7    never smoked      1
## 3513           Urban            142.31 35.2          smokes      0
## 3514           Rural             94.96 54.7          smokes      0
## 3515           Rural             83.78 21.6    never smoked      0
## 3518           Urban             66.96 26.1    never smoked      0
## 3519           Rural             76.70 39.7 formerly smoked      0
## 3520           Rural            103.12 29.9 formerly smoked      0
## 3521           Urban             84.03 31.4    never smoked      0
## 3522           Rural             74.15 34.5 formerly smoked      0
## 3523           Rural             73.29 29.4    never smoked      0
## 3528           Urban             59.31 31.4          smokes      0
## 3529           Urban             63.22 18.5 formerly smoked      0
## 3530           Urban            209.50 41.8    never smoked      0
## 3532           Rural             90.07 28.6    never smoked      0
## 3535           Rural             99.12 29.0 formerly smoked      0
## 3537           Rural             78.23 34.8    never smoked      0
## 3540           Rural            116.49 30.3    never smoked      0
## 3542           Urban             76.10 32.1          smokes      0
## 3544           Rural            116.21 32.8          smokes      0
## 3547           Rural            103.73 34.7    never smoked      0
## 3550           Rural             94.11 28.6 formerly smoked      0
## 3551           Rural            117.03 21.1    never smoked      0
## 3552           Urban             91.35 23.8    never smoked      0
## 3554           Rural             99.76 33.4 formerly smoked      0
## 3555           Urban            111.10 23.3          smokes      0
## 3556           Rural            122.25 21.0    never smoked      0
## 3557           Urban             84.19 21.2    never smoked      0
## 3559           Urban            126.35 26.9    never smoked      0
## 3560           Urban             87.50 20.2 formerly smoked      0
## 3561           Rural             77.52 21.9    never smoked      0
## 3563           Urban             96.10 29.6    never smoked      0
## 3564           Urban            108.61 38.1          smokes      0
## 3565           Rural            205.23 22.0    never smoked      0
## 3567           Urban            138.55 24.0    never smoked      0
## 3568           Urban            234.27 26.9    never smoked      0
## 3569           Urban             75.16 38.0    never smoked      0
## 3571           Urban            101.19 23.4    never smoked      0
## 3572           Urban            107.74 38.5    never smoked      0
## 3575           Rural            131.28 25.1    never smoked      0
## 3576           Urban             67.02 41.1          smokes      0
## 3578           Urban            185.17 40.4 formerly smoked      1
## 3579           Urban            125.98 21.0          smokes      0
## 3580           Urban             72.09 24.1          smokes      0
## 3582           Urban             55.47 19.8          smokes      0
## 3584           Rural            239.21 33.7 formerly smoked      0
## 3585           Rural            196.08 31.0 formerly smoked      0
## 3586           Rural             93.93 21.5    never smoked      0
## 3590           Rural             68.66 35.1    never smoked      0
## 3591           Urban             65.79 28.6          smokes      0
## 3592           Urban            176.38 35.7    never smoked      0
## 3594           Urban            193.45 34.5    never smoked      0
## 3595           Rural             85.84 21.2    never smoked      0
## 3596           Rural             93.85 22.7 formerly smoked      0
## 3597           Rural             86.21 39.1    never smoked      0
## 3600           Urban             95.87 23.0    never smoked      0
## 3601           Urban            180.45 22.5    never smoked      0
## 3603           Rural             60.77 28.7          smokes      0
## 3604           Urban            102.84 22.4    never smoked      0
## 3606           Urban             65.44 23.6    never smoked      0
## 3607           Rural             79.84 25.9    never smoked      0
## 3608           Rural             62.61 30.7    never smoked      0
## 3609           Urban             70.07 24.5 formerly smoked      0
## 3612           Rural             92.35 38.0    never smoked      0
## 3614           Urban             69.50 24.5    never smoked      0
## 3615           Rural            219.38 27.7    never smoked      0
## 3616           Rural             69.48 41.3    never smoked      0
## 3617           Urban             89.18 34.8          smokes      0
## 3618           Urban             68.09 35.5          smokes      0
## 3621           Rural             72.08 27.7 formerly smoked      0
## 3624           Rural             84.66 22.4    never smoked      0
## 3627           Rural             59.14 40.1    never smoked      0
## 3628           Urban             85.64 32.0 formerly smoked      0
## 3630           Rural             99.00 25.0    never smoked      0
## 3631           Urban             93.60 28.5          smokes      0
## 3633           Urban            114.09 25.7    never smoked      0
## 3634           Urban             57.42 28.0          smokes      0
## 3635           Urban            100.01 37.2    never smoked      0
## 3636           Urban             62.00 24.8 formerly smoked      0
## 3637           Rural            103.61 39.2    never smoked      0
## 3638           Rural            118.46 61.6          smokes      0
## 3639           Rural             94.77 27.2    never smoked      0
## 3640           Urban             72.12 38.0    never smoked      0
## 3641           Rural            155.23 36.2    never smoked      0
## 3643           Urban             81.92 38.0    never smoked      0
## 3644           Rural             67.10 31.4    never smoked      0
## 3645           Rural             58.01 35.3    never smoked      0
## 3646           Rural            173.90 35.8    never smoked      0
## 3647           Rural            106.27 28.6    never smoked      0
## 3650           Rural             96.28 31.1    never smoked      0
## 3651           Urban            122.73 37.5 formerly smoked      0
## 3653           Urban             69.74 24.2 formerly smoked      0
## 3655           Urban             94.63 33.0    never smoked      0
## 3658           Urban             99.94 33.4    never smoked      0
## 3660           Rural            145.46 40.1    never smoked      0
## 3661           Urban             74.86 26.9    never smoked      0
## 3663           Urban             70.07 27.6          smokes      0
## 3665           Rural            104.21 35.7    never smoked      0
## 3666           Rural            157.77 28.4    never smoked      0
## 3667           Urban            101.81 29.4          smokes      0
## 3669           Urban            101.85 25.1          smokes      0
## 3670           Urban             85.92 35.6          smokes      0
## 3671           Rural             56.85 21.1    never smoked      0
## 3673           Rural             63.01 31.5    never smoked      0
## 3675           Rural             68.60 44.8          smokes      0
## 3676           Urban             81.68 31.3 formerly smoked      0
## 3678           Urban             72.53 25.3          smokes      0
## 3679           Rural             81.78 28.8    never smoked      0
## 3680           Rural            116.85 49.9          smokes      0
## 3682           Urban             96.21 23.5    never smoked      0
## 3684           Rural             78.26 41.7 formerly smoked      0
## 3685           Urban             58.24 27.7 formerly smoked      0
## 3686           Urban             82.53 20.7          smokes      0
## 3687           Urban             71.25 30.3          smokes      0
## 3688           Rural            129.73 27.8    never smoked      0
## 3692           Rural             74.90 22.2    never smoked      1
## 3693           Rural             97.60 44.8          smokes      0
## 3695           Urban            105.88 39.9          smokes      0
## 3696           Rural            217.94 24.1 formerly smoked      0
## 3698           Urban             93.28 36.3    never smoked      0
## 3699           Rural            111.27 19.1          smokes      0
## 3700           Urban             91.04 21.1    never smoked      0
## 3701           Urban             87.20 28.9          smokes      0
## 3703           Urban            216.64 43.3 formerly smoked      0
## 3704           Rural             74.28 37.2 formerly smoked      0
## 3707           Rural             65.25 25.4          smokes      0
## 3709           Rural            124.37 21.4    never smoked      0
## 3710           Urban            102.39 22.9          smokes      0
## 3713           Rural             61.94 25.3          smokes      1
## 3714           Urban             71.08 21.5    never smoked      0
## 3715           Urban             81.54 24.2    never smoked      0
## 3716           Urban            159.67 37.3    never smoked      0
## 3717           Urban             93.96 33.3          smokes      0
## 3718           Urban            103.01 33.1    never smoked      0
## 3719           Rural             92.49 22.2    never smoked      0
## 3720           Urban            208.85 24.4 formerly smoked      0
## 3725           Urban             65.70 30.4 formerly smoked      0
## 3727           Rural            107.58 25.3    never smoked      0
## 3728           Rural            208.05 27.7          smokes      0
## 3729           Rural             95.87 29.8    never smoked      0
## 3730           Urban             68.17 43.8 formerly smoked      0
## 3731           Urban             95.37 34.5          smokes      0
## 3732           Urban             90.00 25.5    never smoked      0
## 3733           Rural            106.10 31.5          smokes      0
## 3735           Rural            104.03 47.3          smokes      0
## 3737           Urban             84.35 38.2    never smoked      0
## 3738           Rural             67.99 31.1    never smoked      0
## 3739           Rural            118.93 22.4    never smoked      0
## 3740           Rural            185.28 32.0          smokes      0
## 3744           Rural             69.54 27.4    never smoked      0
## 3745           Rural             62.12 29.6    never smoked      0
## 3746           Rural            198.30 54.3 formerly smoked      0
## 3747           Rural            100.06 28.6    never smoked      0
## 3748           Urban            101.13 43.9 formerly smoked      0
## 3749           Rural             91.09 22.2    never smoked      0
## 3751           Urban             62.02 23.7          smokes      0
## 3754           Urban             97.34 28.9    never smoked      0
## 3758           Rural            206.66 21.9          smokes      0
## 3760           Urban             83.88 27.7          smokes      0
## 3762           Urban            116.78 39.8 formerly smoked      0
## 3763           Rural            117.63 26.2    never smoked      0
## 3766           Rural             92.43 27.7    never smoked      0
## 3767           Urban             71.63 22.0 formerly smoked      0
## 3768           Urban             87.79 40.0 formerly smoked      0
## 3769           Rural             99.64 20.1 formerly smoked      0
## 3770           Rural             86.53 42.2    never smoked      0
## 3772           Urban             98.37 27.2    never smoked      0
## 3773           Rural            117.98 30.9          smokes      0
## 3774           Urban            218.60 47.9 formerly smoked      0
## 3775           Urban            101.30 33.1          smokes      0
## 3776           Urban             79.51 37.8    never smoked      0
## 3777           Urban            223.26 25.4    never smoked      0
## 3778           Rural             97.22 28.4    never smoked      0
## 3779           Rural            172.27 16.6    never smoked      0
## 3780           Urban            221.83 35.1          smokes      0
## 3784           Urban             83.60 27.5 formerly smoked      0
## 3786           Rural             77.50 36.9          smokes      0
## 3788           Rural             61.10 26.5    never smoked      0
## 3789           Rural            100.71 37.0    never smoked      0
## 3792           Rural            102.39 40.4 formerly smoked      0
## 3793           Urban             59.67 27.7    never smoked      0
## 3794           Rural             83.16 28.3    never smoked      0
## 3795           Rural            218.10 55.0          smokes      0
## 3798           Urban             95.70 24.8 formerly smoked      0
## 3799           Rural             70.23 35.5    never smoked      0
## 3803           Rural             84.79 32.8 formerly smoked      0
## 3805           Rural            134.12 28.8 formerly smoked      0
## 3806           Urban             82.62 28.4    never smoked      0
## 3807           Rural            125.11 24.9 formerly smoked      0
## 3808           Urban             92.14 29.6 formerly smoked      0
## 3809           Urban            217.79 26.1 formerly smoked      0
## 3810           Rural             95.62 29.5          smokes      0
## 3811           Rural             93.80 23.9    never smoked      0
## 3812           Rural             90.61 25.8          smokes      0
## 3813           Urban            139.20 36.2    never smoked      0
## 3814           Rural             77.01 31.3 formerly smoked      0
## 3815           Urban            105.26 26.1    never smoked      0
## 3817           Rural             99.07 17.6    never smoked      0
## 3820           Rural             98.92 25.5    never smoked      0
## 3823           Rural            233.47 35.5    never smoked      0
## 3824           Urban             85.53 26.9          smokes      0
## 3825           Urban             76.70 24.2    never smoked      0
## 3826           Rural             67.87 30.0    never smoked      0
## 3827           Urban             77.26 30.9    never smoked      0
## 3828           Rural             91.28 26.5    never smoked      0
## 3829           Urban            129.19 30.6    never smoked      0
## 3830           Urban             97.86 19.1 formerly smoked      0
## 3831           Rural            112.33 23.2 formerly smoked      0
## 3832           Rural            110.41 30.5          smokes      0
## 3833           Rural             93.72 30.2 formerly smoked      1
## 3836           Urban             58.86 16.9    never smoked      0
## 3839           Urban            181.23 36.7    never smoked      0
## 3840           Urban            103.58 30.8 formerly smoked      0
## 3841           Rural             81.96 34.6    never smoked      0
## 3843           Urban             76.12 38.2 formerly smoked      0
## 3844           Rural             64.27 27.3    never smoked      0
## 3845           Rural            200.98 30.4          smokes      0
## 3846           Urban            101.96 34.5    never smoked      0
## 3848           Rural             85.79 32.0    never smoked      0
## 3850           Rural             95.49 40.2          smokes      0
## 3851           Rural             87.62 30.1          smokes      0
## 3852           Rural            118.55 46.2          smokes      0
## 3853           Urban             82.14 35.6          smokes      0
## 3854           Urban            219.67 29.4          smokes      0
## 3855           Urban            135.84 27.3    never smoked      0
## 3861           Urban             90.38 38.0          smokes      0
## 3862           Urban            156.69 35.2    never smoked      0
## 3863           Urban            207.60 27.7    never smoked      0
## 3864           Urban            158.90 32.4 formerly smoked      0
## 3865           Urban            247.97 36.1 formerly smoked      0
## 3866           Rural            114.71 30.6    never smoked      0
## 3867           Rural             58.55 29.0    never smoked      0
## 3868           Urban            231.15 22.3    never smoked      0
## 3869           Urban             68.18 27.3 formerly smoked      0
## 3871           Rural            186.54 39.0 formerly smoked      0
## 3872           Rural             96.14 26.7    never smoked      0
## 3874           Rural            101.93 22.8          smokes      0
## 3876           Urban             83.10 21.9          smokes      0
## 3877           Rural            110.96 25.9    never smoked      0
## 3879           Urban             91.65 25.7 formerly smoked      0
## 3881           Rural            118.85 23.8          smokes      0
## 3884           Urban             98.05 24.7    never smoked      0
## 3885           Urban            102.10 27.1    never smoked      0
## 3886           Urban            108.62 27.7          smokes      0
## 3887           Urban             96.19 38.3          smokes      0
## 3888           Urban             98.07 50.9 formerly smoked      0
## 3889           Rural             71.40 29.2 formerly smoked      0
## 3890           Rural             82.27 23.6 formerly smoked      0
## 3891           Rural            158.33 33.5    never smoked      0
## 3894           Urban             95.94 31.1    never smoked      0
## 3895           Rural             87.15 26.4 formerly smoked      0
## 3896           Urban             82.59 18.6 formerly smoked      0
## 3897           Rural             89.31 37.3 formerly smoked      0
## 3898           Rural             64.84 26.6    never smoked      0
## 3902           Urban             87.00 30.9    never smoked      0
## 3903           Rural            145.25 31.5    never smoked      0
## 3907           Urban             59.43 25.4    never smoked      0
## 3909           Urban            154.03 31.6          smokes      0
## 3910           Rural            139.81 39.6    never smoked      0
## 3911           Urban            111.81 19.8 formerly smoked      0
## 3912           Urban            106.84 29.6    never smoked      0
## 3913           Rural            221.06 25.5 formerly smoked      0
## 3914           Urban             69.97 25.8 formerly smoked      0
## 3915           Rural             77.07 32.1 formerly smoked      0
## 3917           Rural            109.39 26.3    never smoked      0
## 3919           Urban            163.17 25.6    never smoked      0
## 3921           Urban            212.62 35.8    never smoked      0
## 3922           Urban            128.63 24.9          smokes      0
## 3923           Urban             84.10 29.3    never smoked      0
## 3928           Urban            120.15 27.3    never smoked      0
## 3929           Urban             72.16 23.2    never smoked      0
## 3931           Urban             64.68 23.3          smokes      0
## 3932           Rural             70.51 26.9 formerly smoked      0
## 3933           Rural             81.77 21.8    never smoked      0
## 3934           Urban             66.47 26.9    never smoked      0
## 3935           Rural            146.08 29.9    never smoked      0
## 3936           Urban             91.68 22.4    never smoked      0
## 3937           Rural            108.96 27.5    never smoked      0
## 3938           Urban            113.41 35.0    never smoked      0
## 3939           Urban            111.08 27.9    never smoked      0
## 3941           Rural             78.50 28.6    never smoked      0
## 3942           Urban             89.06 34.8 formerly smoked      0
## 3944           Rural             80.20 30.9    never smoked      0
## 3946           Rural            208.99 31.4 formerly smoked      0
## 3947           Urban             99.72 22.3          smokes      0
## 3951           Urban             86.06 36.2    never smoked      0
## 3952           Urban            123.08 25.4          smokes      0
## 3953           Urban             75.00 25.7          smokes      0
## 3954           Rural            105.90 28.6          smokes      0
## 3955           Urban             73.87 33.7    never smoked      0
## 3956           Rural             78.04 37.9    never smoked      0
## 3958           Rural             60.64 20.0    never smoked      0
## 3959           Rural             82.57 29.1    never smoked      0
## 3961           Rural            110.38 27.6 formerly smoked      0
## 3963           Urban             82.64 31.0    never smoked      0
## 3964           Urban             70.28 34.5    never smoked      0
## 3965           Urban            106.54 27.0    never smoked      0
## 3966           Urban             59.11 20.7 formerly smoked      0
## 3967           Rural             58.89 26.1 formerly smoked      0
## 3969           Rural             73.57 28.0          smokes      0
## 3970           Urban             72.04 23.6 formerly smoked      0
## 3972           Rural             77.94 33.0    never smoked      0
## 3973           Urban             68.99 22.2    never smoked      0
## 3975           Rural             65.36 24.7    never smoked      0
## 3976           Urban             80.27 27.9    never smoked      0
## 3977           Urban             81.73 21.6    never smoked      0
## 3978           Rural             79.22 34.8          smokes      0
## 3979           Urban            142.63 32.9          smokes      0
## 3981           Urban            222.52 27.7 formerly smoked      0
## 3982           Rural             70.38 25.0          smokes      0
## 3983           Rural            114.46 24.7 formerly smoked      0
## 3984           Urban             64.62 27.3    never smoked      0
## 3986           Rural             70.19 39.1          smokes      0
## 3988           Urban            115.52 33.9 formerly smoked      0
## 3991           Urban            103.29 20.6    never smoked      0
## 3993           Rural            232.64 45.2    never smoked      0
## 3994           Urban             82.46 25.3          smokes      0
## 3995           Urban             63.57 32.4    never smoked      0
## 3996           Urban             73.24 34.9    never smoked      0
## 3997           Urban             78.43 43.7          smokes      0
## 3998           Urban             57.46 23.0          smokes      0
## 3999           Rural            104.16 21.5    never smoked      0
## 4000           Rural            110.42 24.9    never smoked      0
## 4001           Rural            119.40 22.9    never smoked      0
## 4002           Urban            119.13 25.0    never smoked      0
## 4003           Rural            120.22 21.3    never smoked      0
## 4004           Urban             80.80 46.1    never smoked      0
## 4005           Rural             57.96 64.4    never smoked      0
## 4006           Urban             81.24 37.0    never smoked      0
## 4007           Urban             88.79 21.3    never smoked      0
## 4008           Rural             70.91 28.3    never smoked      0
## 4009           Rural             87.12 31.1          smokes      0
## 4010           Urban            113.01 24.0    never smoked      1
## 4012           Urban             76.42 27.6          smokes      0
## 4015           Rural             95.23 35.2          smokes      0
## 4016           Urban             71.18 23.9 formerly smoked      0
## 4017           Rural             87.71 34.0 formerly smoked      0
## 4019           Rural            207.37 29.5 formerly smoked      0
## 4022           Rural             69.72 39.5          smokes      0
## 4024           Rural            111.08 23.2    never smoked      0
## 4026           Urban             68.68 28.8    never smoked      0
## 4027           Rural             56.90 92.0    never smoked      0
## 4028           Urban             91.16 38.0    never smoked      0
## 4030           Urban             78.85 43.2    never smoked      0
## 4031           Rural            123.89 24.1          smokes      0
## 4032           Rural             90.44 28.7    never smoked      0
## 4034           Urban             75.06 23.5    never smoked      0
## 4035           Rural             85.66 28.5    never smoked      0
## 4037           Urban             71.79 43.0 formerly smoked      0
## 4038           Urban            167.16 18.3    never smoked      0
## 4039           Rural            131.05 27.2    never smoked      0
## 4042           Urban            103.72 35.4 formerly smoked      0
## 4044           Rural             94.75 27.9          smokes      0
## 4046           Rural             76.09 26.0          smokes      0
## 4047           Urban             61.80 26.8 formerly smoked      0
## 4048           Urban             92.97 27.7 formerly smoked      0
## 4049           Urban             83.73 32.5    never smoked      0
## 4050           Urban            221.58 47.5    never smoked      1
## 4053           Rural            103.65 17.0 formerly smoked      0
## 4054           Rural             86.19 26.2    never smoked      0
## 4055           Urban            131.42 24.9          smokes      0
## 4056           Urban             69.46 26.6    never smoked      0
## 4057           Rural             76.78 22.7          smokes      0
## 4058           Urban            103.78 32.7 formerly smoked      0
## 4059           Urban            213.43 36.7          smokes      0
## 4061           Urban            115.07 36.9    never smoked      0
## 4065           Rural            108.63 23.4    never smoked      0
## 4067           Rural             80.57 28.2 formerly smoked      0
## 4068           Urban            248.24 27.0          smokes      0
## 4069           Urban             57.79 24.8          smokes      0
## 4070           Urban             87.40 34.8    never smoked      0
## 4072           Rural             58.01 27.8    never smoked      0
## 4074           Rural            101.12 27.7          smokes      0
## 4076           Urban             79.42 21.4    never smoked      0
## 4078           Rural             81.58 36.2    never smoked      0
## 4080           Rural            229.94 23.5    never smoked      0
## 4082           Urban            117.77 27.1    never smoked      0
## 4083           Urban             66.69 21.5    never smoked      0
## 4085           Urban            168.68 23.4 formerly smoked      0
## 4086           Rural            119.90 37.6    never smoked      0
## 4087           Urban            110.33 24.0          smokes      0
## 4088           Rural             77.95 25.1    never smoked      0
## 4090           Rural             80.35 28.7          smokes      0
## 4091           Urban             57.38 41.8 formerly smoked      0
## 4093           Rural             70.66 27.2    never smoked      0
## 4094           Urban            202.06 24.4    never smoked      0
## 4098           Urban             86.40 32.6          smokes      0
## 4099           Urban            103.22 20.5    never smoked      0
## 4101           Urban             63.90 45.4          smokes      0
## 4102           Urban             81.32 27.6 formerly smoked      0
## 4103           Rural            253.93 27.7 formerly smoked      0
## 4104           Urban             78.11 34.7 formerly smoked      0
## 4107           Rural             77.94 28.7    never smoked      0
## 4109           Rural            117.03 40.3 formerly smoked      0
## 4110           Rural            207.84 38.9    never smoked      0
## 4111           Rural            228.26 46.0    never smoked      0
## 4112           Rural             84.43 32.4          smokes      0
## 4114           Urban             94.89 27.5    never smoked      0
## 4116           Rural             75.13 31.1 formerly smoked      0
## 4117           Rural             76.64 34.6    never smoked      0
## 4118           Rural             91.32 24.3    never smoked      0
## 4119           Rural             85.90 34.6    never smoked      0
## 4120           Urban             76.19 28.5    never smoked      0
## 4122           Urban             63.42 28.0    never smoked      0
## 4124           Urban            203.76 33.8    never smoked      0
## 4125           Urban             98.44 25.8 formerly smoked      0
## 4127           Urban             63.98 26.8          smokes      0
## 4128           Urban            101.46 25.9 formerly smoked      0
## 4129           Urban             74.66 29.2          smokes      0
## 4130           Rural             68.66 25.3    never smoked      0
## 4131           Urban             86.23 30.0 formerly smoked      1
## 4132           Rural            205.78 41.7    never smoked      0
## 4133           Rural            111.24 38.8    never smoked      0
## 4135           Urban            110.10 30.9    never smoked      0
## 4136           Urban            100.80 39.3 formerly smoked      0
## 4138           Urban             56.48 26.2 formerly smoked      0
## 4139           Urban             77.77 33.8          smokes      0
## 4141           Rural             83.59 24.1    never smoked      0
## 4142           Urban            179.67 30.7 formerly smoked      0
## 4145           Rural            230.74 30.2 formerly smoked      0
## 4146           Rural            216.19 30.3 formerly smoked      0
## 4147           Rural             83.70 28.7    never smoked      0
## 4148           Rural            200.66 36.3          smokes      0
## 4150           Urban            228.50 34.5    never smoked      0
## 4151           Urban             70.43 20.8          smokes      0
## 4152           Urban             74.39 31.0 formerly smoked      0
## 4154           Urban             87.91 22.7 formerly smoked      0
## 4155           Rural            118.55 38.4          smokes      0
## 4156           Urban            232.29 40.8          smokes      0
## 4158           Urban             78.98 31.3 formerly smoked      0
## 4159           Rural            100.20 28.5          smokes      0
## 4160           Rural            200.91 27.6    never smoked      0
## 4162           Urban             56.64 24.7    never smoked      0
## 4164           Urban            112.96 25.4    never smoked      0
## 4165           Rural            236.04 28.5    never smoked      0
## 4166           Urban             73.00 26.2    never smoked      0
## 4167           Urban             61.13 26.0    never smoked      0
## 4168           Urban             88.56 45.3    never smoked      0
## 4169           Rural             66.16 31.5    never smoked      0
## 4170           Rural             88.98 20.6          smokes      0
## 4172           Urban             87.39 57.9    never smoked      0
## 4174           Urban             86.85 23.8 formerly smoked      0
## 4175           Rural             94.37 38.1    never smoked      0
## 4176           Rural             76.64 19.5    never smoked      0
## 4177           Urban            254.95 35.5          smokes      0
## 4178           Urban            107.33 26.4 formerly smoked      0
## 4179           Urban             80.94 22.2          smokes      0
## 4181           Rural            196.58 41.9 formerly smoked      0
## 4182           Urban             89.14 22.6 formerly smoked      0
## 4183           Urban             69.94 33.3          smokes      0
## 4184           Urban             55.79 21.3    never smoked      0
## 4187           Rural            189.82 28.8 formerly smoked      0
## 4188           Urban             89.68 38.7    never smoked      0
## 4189           Urban            101.06 32.3          smokes      0
## 4195           Rural             68.01 27.7    never smoked      0
## 4196           Rural             72.67 28.9    never smoked      1
## 4197           Urban             90.11 28.6    never smoked      0
## 4198           Urban            193.61 37.6    never smoked      0
## 4202           Urban            141.37 23.5    never smoked      0
## 4204           Rural            106.80 20.8    never smoked      0
## 4206           Urban             85.18 22.2          smokes      0
## 4207           Rural            130.07 33.1    never smoked      0
## 4208           Rural             74.24 32.7    never smoked      0
## 4209           Urban             79.98 41.4    never smoked      0
## 4210           Urban            106.76 24.1 formerly smoked      0
## 4213           Urban             80.55 23.5          smokes      0
## 4215           Rural             55.93 20.3          smokes      0
## 4218           Rural             83.80 24.2          smokes      0
## 4219           Urban             95.87 19.3 formerly smoked      0
## 4221           Rural             84.93 24.2    never smoked      0
## 4222           Rural            103.08 41.5          smokes      0
## 4224           Urban             83.75 37.0    never smoked      0
## 4226           Urban            101.58 35.9    never smoked      0
## 4228           Rural            112.55 32.1    never smoked      0
## 4229           Urban             70.87 55.7 formerly smoked      0
## 4230           Rural             92.96 22.2    never smoked      0
## 4233           Urban            112.37 28.4    never smoked      0
## 4234           Urban            151.26 20.6    never smoked      0
## 4237           Urban             76.08 25.1    never smoked      0
## 4238           Rural            123.98 30.1    never smoked      0
## 4240           Rural             98.07 24.0    never smoked      0
## 4241           Urban             85.82 27.8    never smoked      0
## 4243           Urban             99.01 25.5 formerly smoked      0
## 4244           Rural             79.53 27.7    never smoked      0
## 4245           Rural             80.08 21.8    never smoked      0
## 4248           Rural             88.00 30.6    never smoked      0
## 4249           Rural            144.14 29.8    never smoked      0
## 4250           Urban             78.80 28.7          smokes      0
## 4251           Urban             86.78 35.5          smokes      0
## 4252           Rural            105.72 29.1 formerly smoked      0
## 4253           Rural             64.37 32.8    never smoked      0
## 4254           Rural            146.10 22.8    never smoked      0
## 4255           Urban             58.66 31.3    never smoked      0
## 4256           Urban            192.50 29.0    never smoked      0
## 4258           Urban             89.42 24.1    never smoked      0
## 4259           Rural            212.92 21.4    never smoked      0
## 4260           Rural             60.73 28.0    never smoked      0
## 4261           Urban             73.18 27.6    never smoked      0
## 4263           Urban             87.40 24.5 formerly smoked      0
## 4264           Rural             86.95 25.0 formerly smoked      0
## 4265           Rural             74.00 29.6    never smoked      0
## 4266           Urban             73.98 29.9    never smoked      0
## 4267           Rural            124.78 35.6    never smoked      0
## 4268           Urban            191.94 27.9    never smoked      0
## 4269           Urban            247.87 42.6    never smoked      0
## 4270           Rural             83.20 21.2 formerly smoked      0
## 4271           Urban             88.62 28.5 formerly smoked      0
## 4272           Urban             81.51 25.6 formerly smoked      0
## 4273           Urban            101.76 27.7          smokes      0
## 4274           Urban            115.71 31.1 formerly smoked      0
## 4275           Rural            229.73 30.4    never smoked      0
## 4277           Rural            100.47 31.9    never smoked      0
## 4278           Rural             81.36 48.8    never smoked      0
## 4279           Rural            261.67 43.0 formerly smoked      0
## 4281           Rural             98.90 35.5    never smoked      0
## 4282           Rural             95.19 24.3          smokes      0
## 4283           Rural            105.28 23.1    never smoked      0
## 4285           Rural             89.41 42.4          smokes      0
## 4286           Rural             70.56 32.3    never smoked      0
## 4289           Rural             62.68 18.4    never smoked      0
## 4290           Urban             71.77 26.9    never smoked      0
## 4291           Rural             77.99 32.0          smokes      0
## 4292           Urban            256.74 23.4 formerly smoked      0
## 4293           Rural             93.72 31.4    never smoked      0
## 4295           Urban             60.67 28.9 formerly smoked      0
## 4296           Urban            112.08 27.4    never smoked      0
## 4297           Rural            221.08 57.2    never smoked      0
## 4298           Urban            101.81 28.4          smokes      0
## 4299           Rural             60.17 23.5          smokes      0
## 4300           Rural             65.29 28.3    never smoked      0
## 4302           Rural             61.42 33.3          smokes      0
## 4303           Urban             86.67 33.3    never smoked      0
## 4304           Rural             82.42 28.8    never smoked      0
## 4305           Rural            100.54 32.1          smokes      0
## 4306           Urban            111.48 28.9    never smoked      0
## 4307           Urban             85.33 25.5    never smoked      0
## 4308           Urban            126.57 25.9 formerly smoked      0
## 4309           Rural             62.57 27.7 formerly smoked      1
## 4310           Urban             81.51 19.5 formerly smoked      0
## 4313           Urban             80.54 18.5          smokes      0
## 4317           Rural            106.52 27.4 formerly smoked      0
## 4319           Urban             89.73 23.5 formerly smoked      0
## 4320           Urban            208.39 36.0 formerly smoked      0
## 4321           Rural            128.61 24.8    never smoked      0
## 4322           Rural             57.56 27.5    never smoked      0
## 4323           Urban            227.23 40.0 formerly smoked      0
## 4326           Rural             90.11 23.6    never smoked      0
## 4327           Rural            203.27 29.7    never smoked      0
## 4328           Urban            234.50 43.7    never smoked      0
## 4329           Urban             71.12 27.3    never smoked      0
## 4330           Urban            190.67 20.2    never smoked      0
## 4332           Urban             82.95 21.4    never smoked      0
## 4334           Urban             82.63 17.9          smokes      0
## 4335           Urban             92.75 34.5          smokes      0
## 4336           Rural            117.63 27.1 formerly smoked      0
## 4337           Rural            197.06 26.1    never smoked      0
## 4338           Urban            216.07 43.4    never smoked      0
## 4339           Rural             76.03 33.2    never smoked      0
## 4341           Rural            108.82 41.3          smokes      0
## 4342           Urban            101.66 35.4    never smoked      0
## 4344           Rural            116.44 24.5    never smoked      0
## 4345           Rural            116.62 27.7          smokes      0
## 4346           Urban             93.30 32.7    never smoked      0
## 4347           Urban            144.33 29.2    never smoked      0
## 4348           Urban             98.02 20.4    never smoked      0
## 4351           Rural             76.35 33.5 formerly smoked      0
## 4352           Urban             57.56 27.5    never smoked      0
## 4354           Rural             63.49 30.1    never smoked      0
## 4355           Rural            145.18 32.6          smokes      0
## 4356           Rural             66.30 47.5    never smoked      0
## 4357           Rural            120.56 31.6    never smoked      0
## 4358           Rural             69.20 23.5 formerly smoked      0
## 4360           Urban             81.38 34.1          smokes      0
## 4362           Rural            203.87 26.4    never smoked      0
## 4364           Rural             84.68 34.7 formerly smoked      0
## 4365           Urban             91.89 23.3          smokes      0
## 4366           Rural             88.97 32.6    never smoked      0
## 4367           Urban            116.98 26.0    never smoked      0
## 4368           Urban            135.82 35.1    never smoked      0
## 4369           Rural            179.12 28.1 formerly smoked      1
## 4371           Rural            116.55 31.1 formerly smoked      1
## 4372           Rural            106.53 30.4 formerly smoked      0
## 4373           Rural             58.42 32.8 formerly smoked      0
## 4374           Rural             79.62 21.6    never smoked      0
## 4376           Rural             78.05 31.4    never smoked      0
## 4377           Rural             77.16 26.3    never smoked      0
## 4378           Urban             86.30 20.1    never smoked      0
## 4379           Urban             83.55 28.3 formerly smoked      0
## 4380           Rural            102.00 40.4          smokes      0
## 4381           Urban             68.07 18.6          smokes      0
## 4382           Rural             81.77 44.7    never smoked      0
## 4383           Rural             82.62 25.3          smokes      0
## 4385           Urban            235.06 39.9 formerly smoked      0
## 4386           Rural             57.52 27.7 formerly smoked      0
## 4387           Urban             76.98 34.7    never smoked      0
## 4388           Urban             82.31 31.9    never smoked      0
## 4390           Urban             98.14 32.7 formerly smoked      0
## 4394           Rural            112.70 29.6    never smoked      0
## 4395           Urban             74.34 23.5    never smoked      0
## 4397           Urban            104.90 27.4    never smoked      0
## 4398           Rural             99.96 25.2    never smoked      0
## 4400           Urban             60.32 33.3          smokes      0
## 4401           Rural             94.14 27.7          smokes      0
## 4402           Urban            195.43 28.9    never smoked      0
## 4403           Rural            200.25 33.1    never smoked      0
## 4404           Rural             90.31 38.1          smokes      0
## 4405           Urban             95.33 27.9    never smoked      0
## 4407           Urban            223.64 27.1          smokes      0
## 4411           Urban             85.46 30.0    never smoked      0
## 4415           Urban            101.56 31.5    never smoked      0
## 4416           Urban             84.48 23.2 formerly smoked      0
## 4418           Urban             72.88 26.5    never smoked      0
## 4421           Urban             70.89 19.8    never smoked      0
## 4422           Rural            108.14 25.1 formerly smoked      0
## 4423           Rural            244.30 37.3    never smoked      0
## 4424           Rural             88.04 30.3 formerly smoked      0
## 4426           Rural            106.73 25.1    never smoked      0
## 4428           Urban             80.88 29.3 formerly smoked      0
## 4429           Urban            140.10 38.7    never smoked      0
## 4430           Urban            127.40 35.8 formerly smoked      0
## 4431           Urban             87.72 21.7    never smoked      0
## 4432           Rural             58.23 31.4 formerly smoked      0
## 4433           Rural             69.37 26.9 formerly smoked      0
## 4434           Urban             58.64 33.0    never smoked      0
## 4435           Urban             59.67 24.5          smokes      0
## 4436           Urban             78.08 44.9    never smoked      0
## 4437           Urban            105.08 25.5    never smoked      0
## 4438           Urban             89.30 22.1    never smoked      0
## 4440           Rural             56.11 32.4 formerly smoked      0
## 4442           Urban             75.53 33.1 formerly smoked      0
## 4443           Urban            107.47 26.7    never smoked      0
## 4445           Urban             90.28 39.6    never smoked      0
## 4446           Urban             65.22 19.8    never smoked      0
## 4448           Urban            166.38 23.1    never smoked      0
## 4451           Urban             90.73 32.8          smokes      0
## 4452           Rural            172.86 34.4    never smoked      0
## 4453           Rural            213.92 44.6    never smoked      0
## 4454           Urban             92.23 32.8    never smoked      0
## 4455           Urban             79.81 26.4    never smoked      0
## 4457           Rural            102.00 32.4    never smoked      0
## 4458           Rural             68.42 43.2          smokes      0
## 4461           Urban            212.19 46.9    never smoked      0
## 4462           Urban             89.00 36.3 formerly smoked      0
## 4463           Rural             60.98 34.9 formerly smoked      0
## 4464           Urban             58.19 29.6          smokes      0
## 4467           Urban             62.13 23.6    never smoked      0
## 4468           Rural             57.10 33.1    never smoked      0
## 4469           Urban             97.95 40.2          smokes      0
## 4472           Rural             90.30 33.5 formerly smoked      0
## 4473           Rural            228.56 27.4    never smoked      1
## 4474           Urban             83.14 31.9    never smoked      0
## 4476           Rural            100.47 50.2 formerly smoked      0
## 4478           Urban             66.46 39.6 formerly smoked      0
## 4479           Urban             73.56 27.5 formerly smoked      0
## 4481           Urban             57.28 15.4    never smoked      0
## 4482           Rural             92.87 28.4          smokes      0
## 4484           Urban             99.44 25.0 formerly smoked      0
## 4485           Urban             77.96 26.3          smokes      0
## 4486           Rural             60.13 39.6    never smoked      0
## 4487           Rural             88.17 38.6 formerly smoked      0
## 4488           Rural             84.41 33.9    never smoked      0
## 4490           Rural             68.72 25.1    never smoked      0
## 4491           Urban            222.58 37.4          smokes      0
## 4492           Rural             66.06 30.1 formerly smoked      0
## 4493           Rural            156.43 27.0 formerly smoked      0
## 4494           Urban            105.76 32.4 formerly smoked      0
## 4495           Rural             73.07 26.8          smokes      0
## 4496           Rural             99.48 27.2    never smoked      0
## 4498           Urban             70.00 36.0    never smoked      0
## 4499           Rural            112.98 37.2 formerly smoked      0
## 4502           Urban             73.20 26.5          smokes      0
## 4503           Urban            102.73 35.0 formerly smoked      0
## 4504           Rural             74.88 32.6    never smoked      0
## 4505           Urban            122.43 23.9    never smoked      0
## 4506           Urban             84.21 33.7    never smoked      0
## 4507           Rural             80.42 29.4 formerly smoked      0
## 4508           Urban             80.44 29.0    never smoked      0
## 4509           Rural             80.63 20.2    never smoked      0
## 4510           Rural            206.53 27.7    never smoked      0
## 4511           Urban            104.12 27.4    never smoked      0
## 4512           Rural             96.82 25.0    never smoked      0
## 4513           Urban             88.10 30.7    never smoked      0
## 4515           Rural            102.87 26.6          smokes      0
## 4517           Rural             97.68 47.1 formerly smoked      0
## 4518           Urban             97.58 29.7 formerly smoked      0
## 4519           Rural             74.16 19.9    never smoked      0
## 4521           Urban            100.93 32.7    never smoked      0
## 4522           Urban            232.78 31.8 formerly smoked      0
## 4523           Rural             86.96 31.4 formerly smoked      0
## 4524           Urban             67.50 20.4 formerly smoked      0
## 4525           Urban             81.21 33.2          smokes      0
## 4526           Rural            110.14 30.5          smokes      0
## 4527           Urban            120.44 30.3    never smoked      0
## 4528           Urban            187.47 34.2    never smoked      0
## 4530           Rural             89.57 48.1    never smoked      0
## 4531           Urban             95.31 22.8    never smoked      0
## 4532           Rural             75.07 30.5    never smoked      0
## 4533           Rural            106.65 35.9 formerly smoked      0
## 4534           Urban            234.06 33.7    never smoked      0
## 4535           Rural            144.15 24.1    never smoked      0
## 4536           Urban             58.81 25.4    never smoked      0
## 4537           Urban            242.62 25.5    never smoked      0
## 4538           Urban             93.04 29.2    never smoked      0
## 4542           Rural             96.98 21.5    never smoked      0
## 4543           Rural             66.70 24.7    never smoked      0
## 4545           Rural             90.16 34.4    never smoked      0
## 4547           Rural             96.59 26.4    never smoked      1
## 4548           Rural             90.96 31.5 formerly smoked      0
## 4549           Rural            152.38 31.8    never smoked      0
## 4550           Rural            114.54 30.1          smokes      0
## 4551           Urban            174.54 26.4    never smoked      0
## 4553           Urban             73.63 22.5          smokes      0
## 4554           Urban             98.52 29.8 formerly smoked      0
## 4555           Rural             62.93 26.1          smokes      0
## 4556           Urban             67.87 24.9 formerly smoked      0
## 4558           Rural             76.56 30.1    never smoked      0
## 4559           Urban            108.03 37.3    never smoked      0
## 4560           Rural             66.72 21.7 formerly smoked      1
## 4561           Rural             83.16 25.5 formerly smoked      0
## 4562           Rural             67.90 35.3    never smoked      0
## 4564           Rural            123.94 28.7    never smoked      0
## 4565           Urban            231.54 29.9    never smoked      0
## 4566           Urban            219.80 34.2 formerly smoked      0
## 4567           Rural            187.99 24.9          smokes      0
## 4568           Rural            234.45 36.8 formerly smoked      0
## 4569           Rural             75.47 24.5 formerly smoked      0
## 4570           Rural             98.24 34.6    never smoked      0
## 4573           Urban             75.95 28.6    never smoked      0
## 4574           Rural            111.79 23.6          smokes      0
## 4576           Rural             86.91 21.1 formerly smoked      0
## 4577           Urban             59.36 34.1          smokes      0
## 4578           Urban            240.69 27.7          smokes      0
## 4579           Rural             66.67 29.5    never smoked      0
## 4580           Rural             87.54 37.8    never smoked      0
## 4581           Urban            139.87 31.2          smokes      0
## 4582           Rural             67.92 31.1    never smoked      0
## 4585           Rural             70.53 39.2    never smoked      0
## 4586           Rural            115.91 22.2 formerly smoked      0
## 4587           Urban             59.74 29.5          smokes      0
## 4588           Rural             62.64 27.0    never smoked      0
## 4589           Rural             84.81 16.8    never smoked      0
## 4590           Urban             78.68 23.3    never smoked      0
## 4591           Urban            217.57 33.5 formerly smoked      0
## 4593           Rural             63.28 28.2    never smoked      0
## 4594           Rural             78.48 22.6    never smoked      0
## 4595           Rural             70.48 20.2    never smoked      0
## 4596           Rural            120.96 22.2 formerly smoked      0
## 4597           Rural             77.29 22.6    never smoked      0
## 4601           Rural            121.83 30.3 formerly smoked      0
## 4603           Urban             58.35 24.3    never smoked      0
## 4604           Urban             65.42 17.4 formerly smoked      0
## 4605           Rural             69.34 29.0    never smoked      0
## 4606           Urban            109.09 26.3          smokes      0
## 4607           Urban             66.71 51.7    never smoked      0
## 4609           Rural            120.58 18.3    never smoked      0
## 4610           Rural            165.36 21.9          smokes      0
## 4612           Rural            126.34 27.4          smokes      0
## 4613           Rural             68.27 20.4    never smoked      0
## 4614           Rural             92.86 23.2    never smoked      0
## 4615           Rural             96.77 30.3 formerly smoked      0
## 4617           Rural             89.32 31.0 formerly smoked      0
## 4618           Rural            107.06 27.7          smokes      0
## 4619           Urban            240.09 27.0    never smoked      1
## 4620           Urban             65.63 33.5          smokes      0
## 4621           Urban            110.85 24.1 formerly smoked      1
## 4623           Rural             63.82 19.4          smokes      0
## 4626           Urban             71.29 37.7    never smoked      0
## 4627           Rural             76.58 27.4    never smoked      0
## 4628           Rural            119.58 25.0    never smoked      0
## 4630           Urban            111.94 21.7    never smoked      0
## 4631           Urban             81.64 38.2    never smoked      0
## 4633           Rural            110.32 28.4    never smoked      0
## 4634           Rural             79.00 30.0    never smoked      0
## 4635           Urban             95.08 34.1    never smoked      0
## 4636           Urban            137.27 19.3    never smoked      0
## 4637           Urban             57.83 21.6          smokes      0
## 4638           Rural             84.08 32.9    never smoked      0
## 4639           Urban            234.51 27.2 formerly smoked      0
## 4640           Urban            142.64 27.8          smokes      0
## 4641           Rural             69.77 29.9    never smoked      0
## 4642           Urban             71.40 28.4          smokes      0
## 4646           Urban            182.22 32.6 formerly smoked      0
## 4647           Urban             67.26 33.1 formerly smoked      0
## 4648           Rural             60.02 33.8 formerly smoked      0
## 4649           Urban            113.45 30.3    never smoked      0
## 4651           Rural             68.53 29.7    never smoked      0
## 4652           Rural             57.15 38.8    never smoked      0
## 4653           Rural            214.73 30.9    never smoked      0
## 4656           Urban             63.41 25.5 formerly smoked      0
## 4657           Urban            106.24 32.3    never smoked      0
## 4658           Rural             83.01 25.8          smokes      0
## 4659           Rural             67.92 31.1 formerly smoked      0
## 4660           Rural             74.99 27.9          smokes      0
## 4662           Urban             61.88 20.1    never smoked      0
## 4663           Urban             65.67 26.7          smokes      0
## 4664           Urban            110.18 30.3          smokes      0
## 4665           Rural            119.30 30.4 formerly smoked      0
## 4667           Rural             95.18 24.9          smokes      0
## 4675           Rural             86.58 34.2    never smoked      0
## 4676           Urban            113.26 27.6    never smoked      0
## 4677           Urban             84.92 47.8    never smoked      0
## 4679           Rural             93.93 24.4 formerly smoked      0
## 4681           Urban            129.31 30.7 formerly smoked      0
## 4682           Urban             89.43 26.1 formerly smoked      0
## 4683           Rural            101.60 25.3    never smoked      0
## 4684           Rural             66.55 32.8          smokes      0
## 4685           Rural            231.72 45.7 formerly smoked      0
## 4687           Rural            102.13 32.3    never smoked      0
## 4688           Urban            100.88 47.6          smokes      0
## 4691           Urban            206.53 44.5          smokes      0
## 4693           Urban             67.92 19.4    never smoked      0
## 4696           Urban            103.66 36.1          smokes      0
## 4697           Urban             70.73 27.3 formerly smoked      0
## 4698           Rural             77.45 42.2 formerly smoked      0
## 4699           Urban            165.31 27.7    never smoked      1
## 4700           Urban            193.80 26.4    never smoked      0
## 4701           Rural            114.34 23.6    never smoked      0
## 4704           Rural             84.09 31.1 formerly smoked      0
## 4705           Urban             87.06 30.0    never smoked      0
## 4706           Rural             92.64 43.8    never smoked      0
## 4707           Urban             99.36 23.8          smokes      0
## 4708           Rural            135.63 36.2 formerly smoked      0
## 4711           Urban             95.44 25.5          smokes      0
## 4712           Urban             72.71 29.9    never smoked      0
## 4713           Urban             65.45 32.1    never smoked      0
## 4714           Urban            203.01 25.4    never smoked      0
## 4715           Urban            110.84 23.4          smokes      0
## 4717           Rural             55.12 21.8    never smoked      0
## 4718           Rural            105.91 30.8    never smoked      0
## 4719           Rural             61.57 37.9 formerly smoked      0
## 4720           Urban             83.10 42.5          smokes      0
## 4721           Urban             66.32 23.4    never smoked      0
## 4722           Urban             72.56 35.4    never smoked      0
## 4723           Rural             97.99 32.3          smokes      0
## 4724           Urban             63.27 27.0    never smoked      0
## 4725           Urban             79.60 46.3    never smoked      0
## 4726           Rural            177.56 30.1    never smoked      0
## 4727           Rural             81.31 34.7    never smoked      0
## 4728           Rural             59.91 18.3    never smoked      0
## 4729           Rural            132.85 16.2    never smoked      0
## 4730           Rural            198.84 33.2 formerly smoked      0
## 4732           Urban             87.17 25.1    never smoked      0
## 4736           Rural             84.54 23.4          smokes      0
## 4737           Urban             70.51 54.1    never smoked      0
## 4738           Rural             56.87 28.9 formerly smoked      0
## 4740           Urban            243.52 37.2          smokes      0
## 4742           Rural             69.06 29.0          smokes      0
## 4743           Urban             73.89 26.7 formerly smoked      0
## 4744           Urban             84.49 20.5    never smoked      0
## 4745           Urban             73.71 34.1    never smoked      0
## 4748           Urban             72.96 37.7          smokes      0
## 4751           Urban             89.33 30.7    never smoked      0
## 4753           Rural            238.27 27.7          smokes      0
## 4754           Urban            135.79 32.1 formerly smoked      0
## 4755           Rural             82.19 40.5    never smoked      0
## 4756           Urban             93.20 24.8          smokes      0
## 4757           Urban            208.31 31.8 formerly smoked      0
## 4758           Rural            111.33 27.0    never smoked      0
## 4760           Rural            121.71 23.4    never smoked      0
## 4763           Rural             98.61 38.8          smokes      0
## 4764           Urban             86.61 38.6          smokes      0
## 4765           Urban             80.44 32.2    never smoked      0
## 4767           Rural             97.23 30.6    never smoked      0
## 4768           Rural             91.21 28.1 formerly smoked      0
## 4769           Urban            103.69 35.2          smokes      0
## 4770           Urban             74.12 21.8 formerly smoked      0
## 4771           Urban             71.08 28.1    never smoked      0
## 4772           Urban             58.39 28.2    never smoked      0
## 4773           Rural            176.34 28.4    never smoked      0
## 4774           Rural             73.76 37.4    never smoked      0
## 4775           Rural             67.21 21.8 formerly smoked      0
## 4778           Rural            111.36 33.6    never smoked      0
## 4779           Urban             84.07 21.2          smokes      0
## 4780           Urban            117.31 28.4    never smoked      0
## 4781           Urban             84.94 27.7    never smoked      0
## 4782           Urban             68.86 41.1    never smoked      0
## 4783           Urban            132.88 24.9    never smoked      0
## 4784           Rural            211.83 56.6    never smoked      0
## 4786           Urban             57.42 33.7    never smoked      0
## 4787           Urban            215.69 38.6 formerly smoked      0
## 4788           Urban            154.67 33.8    never smoked      0
## 4789           Urban             67.66 22.4    never smoked      0
## 4790           Rural            153.48 37.3    never smoked      0
## 4791           Urban             62.63 23.4    never smoked      0
## 4792           Urban             77.93 39.1          smokes      0
## 4795           Urban             83.07 28.0 formerly smoked      0
## 4796           Urban            140.14 21.1    never smoked      0
## 4797           Urban             92.65 15.7    never smoked      0
## 4798           Urban            111.37 29.1 formerly smoked      0
## 4799           Rural             99.00 26.1    never smoked      0
## 4801           Rural             83.88 27.1    never smoked      0
## 4802           Urban             86.21 28.8          smokes      0
## 4803           Urban             57.06 37.9    never smoked      0
## 4805           Urban             81.06 30.1          smokes      0
## 4806           Urban            104.37 29.7    never smoked      0
## 4808           Urban            101.95 46.0 formerly smoked      0
## 4809           Rural            116.95 26.1    never smoked      0
## 4812           Urban            100.60 20.5    never smoked      0
## 4814           Rural             75.90 32.2    never smoked      0
## 4815           Rural            267.60 30.5    never smoked      0
## 4816           Urban            215.07 27.7          smokes      0
## 4818           Rural            225.35 26.5          smokes      0
## 4820           Urban             95.42 21.5 formerly smoked      0
## 4823           Rural            107.43 26.5    never smoked      0
## 4824           Rural             56.85 24.4    never smoked      0
## 4826           Rural             88.68 23.9    never smoked      0
## 4828           Urban             93.97 23.6    never smoked      0
## 4830           Rural             67.99 32.1    never smoked      0
## 4832           Rural            124.66 27.3    never smoked      0
## 4833           Rural            212.87 34.8    never smoked      0
## 4834           Urban             96.75 28.4 formerly smoked      0
## 4837           Rural             71.34 24.0    never smoked      0
## 4838           Rural            183.43 38.1 formerly smoked      0
## 4839           Urban            101.19 29.9 formerly smoked      0
## 4840           Rural             88.51 24.5    never smoked      0
## 4841           Rural            126.85 49.5 formerly smoked      0
## 4842           Urban             74.17 35.5 formerly smoked      0
## 4843           Urban             76.04 29.5          smokes      0
## 4844           Urban             73.87 28.8          smokes      0
## 4845           Rural             99.07 22.1    never smoked      0
## 4846           Urban             82.93 29.4 formerly smoked      0
## 4847           Rural            133.24 45.0          smokes      0
## 4848           Urban             69.88 27.1    never smoked      0
## 4850           Rural             86.05 20.1 formerly smoked      0
## 4851           Urban            185.27 31.3    never smoked      0
## 4853           Urban             81.90 24.5    never smoked      0
## 4855           Rural            124.54 31.3    never smoked      0
## 4856           Rural            153.34 31.5    never smoked      0
## 4858           Urban            160.76 30.2          smokes      0
## 4859           Rural             73.29 27.8    never smoked      0
## 4861           Urban            206.49 26.3    never smoked      0
## 4862           Rural             77.42 24.8    never smoked      0
## 4863           Rural            117.59 17.1    never smoked      0
## 4865           Urban            116.68 18.7 formerly smoked      0
## 4866           Urban            253.86 28.8 formerly smoked      0
## 4867           Urban            203.36 28.7 formerly smoked      0
## 4868           Rural            125.87 24.6    never smoked      0
## 4869           Rural             64.09 25.3    never smoked      0
## 4871           Rural             70.15 27.7 formerly smoked      0
## 4873           Rural            175.92 26.9          smokes      0
## 4874           Rural            100.65 26.2 formerly smoked      0
## 4876           Rural             81.10 24.8    never smoked      0
## 4877           Rural             98.30 25.0    never smoked      0
## 4879           Urban             95.16 42.7 formerly smoked      0
## 4880           Urban            191.15 27.7          smokes      0
## 4881           Rural             91.04 24.5    never smoked      0
## 4883           Rural             96.86 29.3    never smoked      0
## 4885           Urban             55.84 27.8    never smoked      0
## 4886           Urban             84.04 24.7    never smoked      0
## 4887           Urban             92.06 25.3          smokes      0
## 4888           Urban             89.61 41.2 formerly smoked      0
## 4889           Urban             69.92 47.6    never smoked      0
## 4890           Rural             89.29 23.4    never smoked      0
## 4892           Urban             60.22 29.7 formerly smoked      0
## 4893           Urban            223.78 32.3    never smoked      0
## 4894           Rural            211.58 36.9    never smoked      0
## 4897           Urban             89.01 37.4    never smoked      0
## 4898           Urban            118.41 25.1    never smoked      0
## 4899           Urban            138.51 24.3    never smoked      0
## 4900           Urban            120.03 24.3 formerly smoked      0
## 4901           Urban             91.01 28.7    never smoked      0
## 4904           Rural             58.72 40.0          smokes      0
## 4905           Urban             90.42 24.3    never smoked      0
## 4906           Urban            104.00 25.6          smokes      0
## 4908           Rural            174.37 23.0    never smoked      0
## 4912           Urban             90.52 28.0    never smoked      0
## 4913           Rural            108.35 40.8 formerly smoked      0
## 4914           Rural             72.03 37.5          smokes      0
## 4916           Rural             97.04 26.9          smokes      0
## 4917           Urban             83.89 33.1 formerly smoked      0
## 4919           Rural             75.93 34.7 formerly smoked      0
## 4922           Rural            100.85 21.0          smokes      0
## 4923           Rural             95.05 30.9    never smoked      0
## 4924           Urban             82.35 38.9    never smoked      0
## 4925           Rural             95.02 27.7          smokes      0
## 4928           Rural             76.62 28.2    never smoked      0
## 4931           Rural             83.94 27.7          smokes      0
## 4932           Rural             71.97 28.3    never smoked      0
## 4934           Rural             77.93 21.7    never smoked      0
## 4937           Urban             83.75 27.7    never smoked      0
## 4938           Urban            125.20 40.0    never smoked      0
## 4939           Rural             82.99 30.6    never smoked      0
## 4940           Rural            166.29 25.6 formerly smoked      0
## 4942           Rural             86.88 36.9          smokes      0
## 4943           Urban             56.54 20.4          smokes      0
## 4947           Rural             78.50 33.8    never smoked      0
## 4948           Urban             98.44 51.0          smokes      0
## 4949           Urban             61.50 26.0          smokes      0
## 4951           Urban             74.30 30.2    never smoked      0
## 4952           Urban            115.15 22.5          smokes      0
## 4953           Urban             58.68 31.1    never smoked      0
## 4955           Rural             98.41 29.9    never smoked      0
## 4956           Rural            202.11 37.6 formerly smoked      0
## 4957           Rural            106.76 26.5          smokes      0
## 4958           Rural            225.02 21.5 formerly smoked      0
## 4959           Rural             69.59 21.6    never smoked      0
## 4960           Urban             86.03 30.2    never smoked      0
## 4962           Urban             70.49 13.2    never smoked      0
## 4965           Urban             87.73 31.3    never smoked      0
## 4966           Urban            231.52 24.6    never smoked      0
## 4967           Rural            207.40 36.8    never smoked      0
## 4968           Urban             69.22 35.5          smokes      0
## 4969           Urban            130.15 34.8    never smoked      0
## 4970           Rural             95.64 20.7 formerly smoked      0
## 4971           Rural            101.15 20.8    never smoked      0
## 4974           Urban            113.68 23.0          smokes      0
## 4975           Rural             84.42 24.6 formerly smoked      0
## 4976           Rural             85.36 20.3    never smoked      0
## 4977           Rural            112.19 24.5    never smoked      0
## 4978           Urban             82.02 29.9    never smoked      0
## 4981           Rural             77.56 26.0          smokes      0
## 4982           Urban            145.54 38.3    never smoked      0
## 4983           Rural             68.80 36.6    never smoked      0
## 4985           Rural             75.78 28.6 formerly smoked      0
## 4986           Rural            110.13 21.3    never smoked      0
## 4987           Urban            101.15 27.7          smokes      0
## 4988           Urban            110.47 27.2          smokes      0
## 4989           Urban             75.66 28.3    never smoked      0
## 4990           Urban            114.46 33.6    never smoked      0
## 4991           Rural             79.23 30.2    never smoked      0
## 4992           Urban             80.63 21.2    never smoked      0
## 4994           Rural            128.47 35.5    never smoked      0
## 4995           Rural             60.82 31.5          smokes      0
## 4996           Urban             77.02 32.2 formerly smoked      0
## 4997           Urban            110.77 39.5 formerly smoked      0
## 4999           Rural             87.42 32.4    never smoked      0
## 5000           Rural             92.78 18.6    never smoked      0
## 5001           Urban             90.37 30.7 formerly smoked      0
## 5002           Rural             88.92 22.9    never smoked      1
## 5003           Rural             55.69 26.1    never smoked      0
## 5004           Rural             85.58 27.3          smokes      0
## 5005           Urban             71.79 33.6    never smoked      0
## 5006           Urban            105.78 26.3    never smoked      0
## 5007           Rural             89.35 41.3 formerly smoked      0
## 5008           Rural             87.75 41.6          smokes      0
## 5009           Rural             84.14 60.0    never smoked      0
## 5011           Urban             84.57 32.7          smokes      0
## 5012           Urban             86.54 27.7          smokes      0
## 5013           Urban            214.22 33.9    never smoked      0
## 5014           Urban             76.20 27.6    never smoked      0
## 5015           Urban             92.72 53.4          smokes      0
## 5016           Urban             74.92 26.2          smokes      0
## 5020           Urban            166.35 27.7 formerly smoked      0
## 5022           Urban            219.97 20.4          smokes      0
## 5023           Urban             69.56 34.3    never smoked      0
## 5024           Urban             59.53 29.1    never smoked      0
## 5026           Urban             97.11 23.5 formerly smoked      0
## 5027           Rural             80.70 35.8 formerly smoked      0
## 5029           Urban             92.54 27.5 formerly smoked      0
## 5030           Urban             55.94 26.6    never smoked      0
## 5031           Rural             80.28 32.6          smokes      0
## 5032           Rural             84.22 29.6          smokes      0
## 5033           Rural            182.52 32.7          smokes      0
## 5034           Rural            188.18 48.1    never smoked      0
## 5035           Rural             71.26 24.4    never smoked      0
## 5036           Rural            219.93 46.7 formerly smoked      0
## 5037           Urban             88.48 32.3 formerly smoked      0
## 5038           Urban             80.67 34.7          smokes      0
## 5039           Rural             78.58 29.0    never smoked      0
## 5040           Urban            163.22 28.0    never smoked      0
## 5041           Urban             88.55 31.2    never smoked      0
## 5044           Urban             60.57 20.7    never smoked      0
## 5046           Urban            118.38 27.7    never smoked      0
## 5047           Urban             85.19 26.4 formerly smoked      0
## 5050           Urban            199.35 36.6          smokes      0
## 5051           Urban             76.51 25.1    never smoked      0
## 5053           Rural            151.51 16.7    never smoked      0
## 5054           Rural             83.34 30.6    never smoked      0
## 5055           Urban             84.57 31.2 formerly smoked      0
## 5056           Urban             82.19 34.6 formerly smoked      0
## 5057           Rural            138.12 33.6          smokes      0
## 5058           Urban             75.62 27.7 formerly smoked      0
## 5059           Rural             85.99 37.4    never smoked      0
## 5060           Urban             64.01 22.7    never smoked      0
## 5061           Rural            108.99 28.7          smokes      0
## 5062           Rural            230.91 30.2    never smoked      0
## 5063           Rural            109.43 33.8 formerly smoked      0
## 5065           Urban            212.84 40.7    never smoked      0
## 5066           Urban            160.32 34.4          smokes      0
## 5067           Rural            132.45 31.7    never smoked      0
## 5069           Urban             58.14 25.7 formerly smoked      0
## 5072           Rural             57.13 20.5          smokes      0
## 5073           Urban             84.33 27.7    never smoked      0
## 5074           Urban            222.25 23.8 formerly smoked      0
## 5077           Urban            222.13 21.5          smokes      0
## 5078           Urban             94.27 31.6    never smoked      0
## 5079           Urban            146.27 25.9 formerly smoked      0
## 5080           Urban             63.63 35.8    never smoked      0
## 5081           Rural             70.30 35.2    never smoked      0
## 5082           Rural             82.41 28.6 formerly smoked      0
## 5083           Urban             76.22 25.8          smokes      0
## 5084           Rural             88.75 31.9 formerly smoked      0
## 5085           Urban            105.16 41.8    never smoked      0
## 5086           Urban            122.01 20.6 formerly smoked      0
## 5087           Rural             65.93 27.8    never smoked      0
## 5088           Rural             84.76 37.4    never smoked      0
## 5090           Urban             92.51 33.3          smokes      0
## 5093           Urban             84.02 30.5    never smoked      0
## 5094           Rural            100.03 29.5    never smoked      0
## 5098           Rural             69.61 25.9 formerly smoked      0
## 5100           Rural             56.37 27.4    never smoked      0
## 5102           Rural             96.59 22.4 formerly smoked      0
## 5103           Urban            100.67 34.9    never smoked      0
## 5104           Urban             72.54 25.7    never smoked      0
## 5106           Rural             55.83 32.3          smokes      0
## 5107           Urban             75.10 25.7    never smoked      0
## 5110           Urban             80.28 22.7 formerly smoked      0
## 5111           Urban             62.00 35.8          smokes      0
## 5113           Rural             75.32 34.5    never smoked      0
## 5114           Urban            208.85 27.7          smokes      0
## 5115           Rural             96.53 46.1    never smoked      0
## 5117           Urban            213.12 34.1    never smoked      0
## 5119           Urban             99.86 21.4    never smoked      0
## 5120           Urban             85.09 18.3    never smoked      0
## 5121           Urban             92.79 33.1    never smoked      0
## 5123           Rural            136.13 21.6    never smoked      0
## 5124           Rural             78.91 40.7    never smoked      0
## 5125           Rural            119.92 36.7    never smoked      0
## 5127           Urban             73.14 29.9    never smoked      0
## 5132           Rural            220.08 44.1    never smoked      0
## 5133           Urban             87.97 35.7    never smoked      0
## 5134           Rural             74.34 20.0    never smoked      0
## 5136           Urban            112.34 24.5          smokes      0
## 5141           Rural            102.39 34.0 formerly smoked      0
## 5142           Rural             87.00 19.8    never smoked      0
## 5144           Urban             75.11 32.2 formerly smoked      0
## 5145           Urban            147.81 40.1    never smoked      0
## 5147           Urban            109.43 37.6          smokes      0
## 5148           Urban            107.17 21.8          smokes      0
## 5149           Rural            135.73 33.6 formerly smoked      0
## 5150           Urban             79.79 29.7    never smoked      1
## 5151           Urban             85.72 26.0    never smoked      0
## 5153           Rural             74.33 44.4    never smoked      0
## 5154           Urban             78.61 24.4    never smoked      0
## 5155           Urban             95.04 30.3 formerly smoked      0
## 5156           Rural             78.62 43.3    never smoked      0
## 5157           Urban            108.27 18.9          smokes      0
## 5162           Rural             95.35 27.7    never smoked      0
## 5164           Rural             83.46 22.2    never smoked      0
## 5168           Rural             82.48 26.0 formerly smoked      0
## 5170           Rural             81.37 25.8 formerly smoked      0
## 5173           Urban             98.06 26.9    never smoked      0
## 5175           Urban             73.42 42.8    never smoked      0
## 5177           Rural            125.86 27.7 formerly smoked      0
## 5178           Rural             83.09 32.6    never smoked      0
## 5179           Rural            101.38 32.8    never smoked      0
## 5180           Rural             86.86 33.0 formerly smoked      0
## 5181           Urban             69.77 21.3          smokes      0
## 5182           Urban             76.92 25.7 formerly smoked      0
## 5183           Urban             55.58 27.0    never smoked      0
## 5184           Urban            100.00 26.2    never smoked      0
## 5185           Rural            100.43 22.6    never smoked      0
## 5186           Rural             73.26 28.0    never smoked      0
## 5188           Urban             84.28 18.2    never smoked      0
## 5189           Rural             73.55 27.9          smokes      0
## 5191           Urban            226.63 23.0    never smoked      0
## 5193           Rural             81.62 22.4    never smoked      0
## 5194           Urban            243.65 19.4          smokes      0
## 5196           Rural             61.60 28.5    never smoked      0
## 5197           Urban            206.83 27.7    never smoked      0
## 5198           Rural            101.01 23.9          smokes      0
## 5199           Urban             60.02 33.3    never smoked      0
## 5201           Rural             65.01 23.3    never smoked      0
## 5202           Urban             56.56 25.2    never smoked      0
## 5203           Urban             75.89 28.5    never smoked      0
## 5204           Urban             84.91 26.9    never smoked      0
## 5209           Rural             88.50 24.0    never smoked      0
## 5211           Rural             90.49 21.4    never smoked      0
## 5212           Urban             92.06 31.3    never smoked      0
## 5213           Urban            103.54 23.2    never smoked      0
## 5214           Rural             79.52 46.5    never smoked      0
## 5216           Rural             97.35 35.2    never smoked      0
## 5217           Rural             98.02 36.2    never smoked      0
## 5218           Urban            198.70 37.1 formerly smoked      0
## 5219           Rural             83.99 30.2    never smoked      0
## 5220           Rural            105.31 34.3    never smoked      0
## 5222           Urban            190.13 24.0    never smoked      0
## 5224           Urban             92.48 26.2 formerly smoked      0
## 5226           Rural             62.48 45.3 formerly smoked      0
## 5227           Urban             65.17 24.9 formerly smoked      0
## 5228           Urban             94.48 38.0    never smoked      0
## 5229           Rural             82.15 26.6    never smoked      0
## 5230           Rural            102.58 30.7 formerly smoked      0
## 5231           Rural             99.39 23.8    never smoked      0
## 5232           Rural            105.27 20.6          smokes      0
## 5233           Urban            249.76 45.4 formerly smoked      0
## 5234           Rural            108.24 25.9    never smoked      0
## 5236           Rural            208.02 42.8          smokes      0
## 5237           Rural             96.97 29.1          smokes      1
## 5238           Rural            101.90 30.3 formerly smoked      0
## 5239           Urban            122.68 32.1 formerly smoked      0
## 5240           Urban            108.44 25.1          smokes      0
## 5241           Rural             92.24 35.3    never smoked      0
## 5242           Urban            149.38 27.3 formerly smoked      0
## 5243           Rural             69.66 29.9 formerly smoked      0
## 5244           Rural            122.06 35.3    never smoked      0
## 5246           Urban             69.83 32.4    never smoked      0
## 5249           Rural            111.81 27.3          smokes      1
## 5252           Rural             85.95 38.5 formerly smoked      0
## 5253           Rural             98.55 43.8    never smoked      0
## 5254           Urban             78.49 39.2    never smoked      0
## 5255           Rural            151.92 42.5    never smoked      0
## 5256           Rural            100.11 37.8    never smoked      0
## 5257           Urban             91.70 26.3          smokes      0
## 5259           Rural            235.12 35.8 formerly smoked      0
## 5260           Urban             98.08 24.5 formerly smoked      0
## 5261           Urban             67.55 22.8 formerly smoked      0
## 5263           Urban            101.48 23.2    never smoked      0
## 5265           Rural             82.14 38.0 formerly smoked      0
## 5267           Rural            146.13 30.1    never smoked      0
## 5268           Urban            182.19 31.8    never smoked      0
## 5269           Urban            197.73 29.1 formerly smoked      0
## 5270           Rural             60.77 25.3          smokes      0
## 5271           Rural            114.21 23.7    never smoked      0
## 5272           Rural            102.79 22.8          smokes      0
## 5274           Urban             93.50 34.6          smokes      0
## 5275           Urban             65.79 32.0    never smoked      0
## 5276           Rural            110.04 24.0    never smoked      0
## 5277           Urban             69.24 24.2    never smoked      0
## 5280           Rural            102.66 22.7 formerly smoked      0
## 5282           Urban             72.38 34.0    never smoked      0
## 5284           Urban             76.83 34.6          smokes      0
## 5285           Rural             80.44 24.2 formerly smoked      0
## 5286           Rural             80.86 24.2    never smoked      0
## 5287           Urban            116.64 25.3    never smoked      0
## 5288           Urban             74.63 35.8    never smoked      0
## 5290           Urban            103.09 39.6 formerly smoked      0
## 5292           Rural             59.74 34.6          smokes      0
## 5293           Urban             93.21 22.9          smokes      0
## 5294           Rural             77.38 39.9 formerly smoked      0
## 5296           Urban             80.11 27.2    never smoked      0
## 5297           Rural             59.35 32.3 formerly smoked      1
## 5299           Rural             56.59 25.3    never smoked      0
## 5302           Urban            103.68 43.4 formerly smoked      0
## 5303           Urban             78.20 33.0          smokes      0
## 5304           Urban             88.17 35.2    never smoked      0
## 5306           Rural             74.37 25.9    never smoked      0
## 5308           Rural            103.37 23.7    never smoked      0
## 5309           Urban             90.35 21.7    never smoked      0
## 5310           Urban            108.34 40.6 formerly smoked      0
## 5311           Urban             86.94 41.1 formerly smoked      1
## 5313           Urban            190.39 25.4          smokes      0
## 5314           Urban            120.98 28.9    never smoked      0
## 5315           Rural             79.32 28.9    never smoked      0
## 5316           Urban             79.63 32.5          smokes      0
## 5317           Rural            201.97 27.7 formerly smoked      0
## 5318           Rural             95.71 27.9          smokes      0
## 5319           Urban             66.45 29.5    never smoked      0
## 5320           Rural            201.68 38.7          smokes      0
## 5326           Rural            234.03 43.2          smokes      0
## 5329           Urban             66.52 31.0 formerly smoked      0
## 5331           Urban            211.29 28.2          smokes      0
## 5332           Urban            128.15 25.9          smokes      0
## 5333           Rural             91.03 24.7    never smoked      0
## 5334           Rural            100.92 23.0    never smoked      0
## 5337           Urban            164.14 29.6    never smoked      0
## 5338           Rural             73.62 37.6 formerly smoked      0
## 5339           Urban            220.70 49.9          smokes      0
## 5340           Urban             82.26 26.1    never smoked      0
## 5343           Urban            192.72 27.7    never smoked      0
## 5345           Urban            102.62 23.6    never smoked      0
## 5346           Urban             75.50 35.8          smokes      0
## 5347           Urban             55.95 34.2    never smoked      0
## 5353           Urban            215.36 41.7 formerly smoked      0
## 5354           Rural            173.90 35.5 formerly smoked      0
## 5355           Rural             70.76 27.5    never smoked      0
## 5356           Urban             99.49 34.2    never smoked      0
## 5358           Urban            114.23 38.9          smokes      0
## 5359           Urban            100.41 36.6    never smoked      0
## 5360           Urban             92.83 31.8    never smoked      0
## 5361           Rural            108.98 25.8 formerly smoked      0
## 5362           Rural             91.58 41.7    never smoked      0
## 5363           Rural             74.58 43.7    never smoked      0
## 5364           Urban             93.97 32.3 formerly smoked      0
## 5365           Urban             97.87 44.7    never smoked      0
## 5367           Urban             98.52 32.3    never smoked      0
## 5368           Urban            115.16 25.7    never smoked      0
## 5370           Urban             59.82 36.2    never smoked      0
## 5371           Urban            114.08 22.6    never smoked      0
## 5372           Rural             66.50 32.5    never smoked      0
## 5373           Urban             83.03 45.9          smokes      0
## 5374           Rural             80.45 32.7          smokes      0
## 5376           Urban             88.78 27.7          smokes      0
## 5378           Urban             79.25 36.1 formerly smoked      0
## 5379           Urban             91.99 24.1    never smoked      0
## 5380           Urban            196.05 31.2 formerly smoked      0
## 5381           Urban             69.70 38.1 formerly smoked      0
## 5382           Urban             91.73 44.6    never smoked      0
## 5383           Urban             90.36 21.1    never smoked      0
## 5384           Urban            118.51 23.6          smokes      0
## 5385           Urban             55.53 31.3          smokes      0
## 5387           Urban            139.29 27.1    never smoked      0
## 5388           Rural             92.40 23.4    never smoked      0
## 5389           Urban            100.45 21.1    never smoked      0
## 5392           Urban             62.29 69.8          smokes      0
## 5394           Rural             80.43 25.9          smokes      0
## 5397           Rural             57.23 20.6    never smoked      0
## 5398           Urban             71.54 37.9 formerly smoked      0
## 5401           Rural             67.87 27.7 formerly smoked      0
## 5402           Urban             78.17 20.3 formerly smoked      0
## 5403           Urban             82.19 26.0    never smoked      0
## 5405           Rural             75.02 28.1    never smoked      0
## 5406           Urban            136.08 28.4    never smoked      0
## 5407           Urban             85.56 37.0          smokes      0
## 5408           Urban             88.11 28.9    never smoked      0
## 5409           Rural             87.73 21.2    never smoked      0
## 5411           Urban             91.03 35.2    never smoked      0
## 5412           Urban            100.82 28.1          smokes      0
## 5414           Urban             77.59 28.6          smokes      0
## 5415           Urban             89.23 25.2    never smoked      0
## 5421           Rural            123.55 22.7    never smoked      0
## 5422           Urban             98.49 37.2    never smoked      0
## 5423           Urban             77.40 23.2          smokes      0
## 5425           Urban             98.43 28.4          smokes      0
## 5428           Rural            121.99 28.0          smokes      0
## 5431           Urban            226.98 29.8    never smoked      1
## 5432           Urban             99.00 26.0 formerly smoked      0
## 5433           Urban             98.24 24.3    never smoked      0
## 5434           Urban             60.35 27.1 formerly smoked      0
## 5435           Urban             58.52 22.5    never smoked      0
## 5437           Rural            148.78 39.2 formerly smoked      0
## 5438           Urban            216.55 27.2    never smoked      0
## 5439           Rural             81.39 34.8 formerly smoked      0
## 5440           Rural            114.29 31.5 formerly smoked      0
## 5441           Urban             68.52 30.7    never smoked      0
## 5442           Urban             82.03 37.2    never smoked      0
## 5443           Urban             67.47 31.8          smokes      0
## 5446           Urban             75.39 30.7          smokes      0
## 5447           Rural            112.21 25.6    never smoked      0
## 5449           Rural             80.86 28.4    never smoked      0
## 5450           Urban            113.24 27.9 formerly smoked      0
## 5452           Rural             62.78 27.4    never smoked      0
## 5453           Rural             81.83 31.3    never smoked      0
## 5454           Urban            134.74 27.6    never smoked      0
## 5455           Rural             72.54 31.0    never smoked      0
## 5457           Urban             65.57 27.1          smokes      0
## 5458           Rural            151.22 27.7          smokes      0
## 5459           Urban             62.85 35.9 formerly smoked      0
## 5460           Urban             77.48 19.8    never smoked      0
## 5462           Urban             62.41 20.6 formerly smoked      0
## 5463           Rural            106.40 29.4 formerly smoked      0
## 5464           Urban             64.16 22.3    never smoked      0
## 5465           Rural            124.84 21.4    never smoked      0
## 5466           Urban             97.64 34.5          smokes      0
## 5469           Rural            114.36 24.4          smokes      0
## 5470           Rural             66.17 24.3    never smoked      0
## 5471           Rural            100.96 28.5    never smoked      0
## 5473           Rural            128.63 42.6    never smoked      0
## 5475           Urban             90.85 30.4    never smoked      0
## 5476           Rural             87.71 25.3          smokes      0
## 5477           Rural             82.47 33.0 formerly smoked      0
## 5479           Urban             75.83 28.3    never smoked      0
## 5480           Urban             84.46 42.0    never smoked      0
## 5481           Urban             86.04 37.0 formerly smoked      0
## 5482           Urban             68.54 34.0          smokes      0
## 5483           Rural             67.62 40.3 formerly smoked      0
## 5485           Urban             92.44 42.5    never smoked      0
## 5486           Urban             83.12 35.7    never smoked      0
## 5488           Rural             82.56 21.3 formerly smoked      0
## 5489           Rural            115.76 30.9    never smoked      0
## 5490           Rural             56.68 28.9          smokes      0
## 5491           Rural             85.93 24.9          smokes      0
## 5492           Rural             57.67 24.0          smokes      0
## 5494           Urban             87.15 30.4 formerly smoked      0
## 5495           Rural             92.20 38.2    never smoked      0
## 5496           Rural             86.46 25.6 formerly smoked      0
## 5497           Urban            113.04 35.8    never smoked      0
## 5499           Urban             86.59 27.7    never smoked      0
## 5502           Rural             95.55 36.1 formerly smoked      0
## 5503           Rural            201.55 39.7 formerly smoked      0
## 5504           Rural            229.90 35.8          smokes      0
## 5505           Rural            212.66 24.8          smokes      0
## 5506           Urban             91.36 36.7    never smoked      0
## 5507           Rural            112.30 23.2    never smoked      0
## 5511           Rural             91.59 29.4 formerly smoked      0
## 5513           Urban            106.42 26.0    never smoked      0
## 5515           Urban             64.75 30.8    never smoked      0
## 5516           Urban            228.12 38.8 formerly smoked      0
## 5517           Rural             69.04 39.5    never smoked      0
## 5519           Rural             75.23 32.8          smokes      0
## 5520           Urban             81.86 32.5    never smoked      0
## 5521           Rural             81.18 27.8          smokes      0
## 5522           Rural             62.33 36.5    never smoked      0
## 5523           Rural             90.89 20.6          smokes      0
## 5526           Urban            123.24 24.3    never smoked      0
## 5527           Rural             75.71 29.7 formerly smoked      0
## 5529           Urban            150.55 23.6    never smoked      0
## 5533           Rural             62.45 31.6    never smoked      0
## 5534           Urban             97.33 30.3          smokes      0
## 5535           Rural             85.58 38.9 formerly smoked      0
## 5536           Urban             96.69 25.2          smokes      0
## 5537           Urban             67.50 30.4    never smoked      0
## 5539           Rural            102.26 26.9    never smoked      0
## 5540           Urban            216.65 37.2    never smoked      0
## 5541           Rural             90.44 27.4    never smoked      0
## 5542           Rural             84.59 27.7          smokes      0
## 5544           Urban            115.89 24.8    never smoked      0
## 5545           Rural            226.74 43.2 formerly smoked      0
## 5548           Rural             80.83 28.3          smokes      0
## 5549           Rural            100.75 24.4    never smoked      0
## 5553           Urban             78.96 30.1    never smoked      0
## 5554           Rural             72.45 38.9 formerly smoked      0
## 5555           Rural             66.67 28.2 formerly smoked      0
## 5557           Rural             89.33 43.1 formerly smoked      0
## 5561           Urban             81.04 17.1    never smoked      0
## 5562           Urban             87.25 28.1    never smoked      0
## 5563           Rural             79.89 23.0          smokes      0
## 5564           Rural            106.04 27.6    never smoked      0
## 5565           Urban            122.31 41.0    never smoked      0
## 5566           Rural             79.80 41.6 formerly smoked      0
## 5567           Rural             65.50 25.4 formerly smoked      0
## 5568           Rural            145.47 27.7    never smoked      0
## 5569           Rural             83.26 30.0    never smoked      0
## 5570           Rural             95.24 30.3 formerly smoked      0
## 5571           Rural             63.55 27.0    never smoked      0
## 5572           Urban             68.13 25.7 formerly smoked      0
## 5574           Rural             78.01 23.8    never smoked      0
## 5576           Urban             79.32 23.9    never smoked      0
## 5578           Urban             72.81 26.3    never smoked      1
## 5579           Urban             79.33 25.7    never smoked      0
## 5581           Urban             74.59 34.8    never smoked      0
## 5582           Urban             87.22 29.5          smokes      0
## 5584           Urban             98.99 36.1    never smoked      0
## 5586           Urban             75.89 38.0          smokes      0
## 5587           Urban            111.03 36.0    never smoked      0
## 5588           Urban            105.19 28.8 formerly smoked      0
## 5589           Urban             91.19 36.6    never smoked      0
## 5591           Urban            104.34 20.0    never smoked      0
## 5594           Rural             75.66 21.5    never smoked      0
## 5596           Urban            108.69 33.5    never smoked      0
## 5597           Rural             79.93 23.3    never smoked      0
## 5598           Urban            100.70 25.1          smokes      0
## 5599           Urban             68.02 37.5    never smoked      1
## 5600           Urban             73.05 37.6          smokes      0
## 5601           Rural             83.43 33.6 formerly smoked      0
## 5602           Rural            212.78 54.1 formerly smoked      0
## 5604           Urban             91.87 22.1 formerly smoked      0
## 5605           Rural            182.67 29.0          smokes      0
## 5607           Urban             84.98 27.7 formerly smoked      0
## 5609           Rural             75.94 39.5          smokes      0
## 5610           Urban            160.14 31.2          smokes      0
## 5611           Rural             62.88 30.1 formerly smoked      0
## 5612           Rural            113.06 28.0          smokes      0
## 5613           Urban             91.98 26.3 formerly smoked      0
## 5614           Rural             79.54 24.9          smokes      0
## 5615           Urban             65.09 45.7    never smoked      0
## 5616           Urban             91.48 25.3          smokes      0
## 5617           Urban            139.40 25.6 formerly smoked      0
## 5618           Urban             89.18 34.7    never smoked      0
## 5620           Urban             98.51 26.5 formerly smoked      0
## 5622           Urban             77.69 24.4    never smoked      0
## 5626           Rural            145.04 27.1          smokes      0
## 5627           Rural            104.89 22.4    never smoked      0
## 5628           Urban             81.98 34.2    never smoked      0
## 5630           Rural            144.51 25.2          smokes      0
## 5631           Rural             79.55 22.1    never smoked      0
## 5632           Urban             79.36 27.8    never smoked      0
## 5633           Rural             74.95 36.6 formerly smoked      0
## 5635           Urban             75.86 22.7 formerly smoked      0
## 5637           Urban             69.80 29.7    never smoked      0
## 5638           Rural            150.54 25.6          smokes      0
## 5639           Rural             73.96 19.0    never smoked      0
## 5640           Urban             82.82 32.3 formerly smoked      0
## 5641           Rural             92.66 23.9 formerly smoked      0
## 5645           Rural            139.64 42.7    never smoked      0
## 5646           Urban            126.65 28.1    never smoked      0
## 5647           Urban            103.31 23.1    never smoked      0
## 5650           Rural             91.28 39.4    never smoked      0
## 5652           Urban             84.80 30.9          smokes      0
## 5653           Urban             77.89 31.2          smokes      0
## 5656           Rural             62.54 41.3          smokes      0
## 5657           Urban            117.96 24.6    never smoked      0
## 5660           Rural            119.73 25.8          smokes      0
## 5661           Urban             90.89 32.0          smokes      0
## 5662           Rural             89.78 31.2    never smoked      0
## 5663           Urban             94.76 32.5 formerly smoked      0
## 5664           Rural            158.97 39.2    never smoked      0
## 5666           Urban             93.64 31.1    never smoked      0
## 5667           Rural            113.63 28.8    never smoked      0
## 5668           Rural             80.87 27.7 formerly smoked      0
## 5669           Urban             95.39 38.2    never smoked      0
## 5670           Urban             94.18 28.0 formerly smoked      0
## 5671           Urban             59.98 23.3    never smoked      0
## 5673           Urban            164.55 30.5          smokes      0
## 5674           Rural             80.78 54.1 formerly smoked      0
## 5675           Rural            113.62 23.0    never smoked      0
## 5676           Urban            125.70 33.9 formerly smoked      0
## 5678           Urban             80.59 30.7    never smoked      0
## 5679           Rural             98.66 30.9    never smoked      0
## 5680           Urban            115.13 24.6          smokes      0
## 5681           Urban             73.26 40.1 formerly smoked      0
## 5682           Rural            121.16 25.3    never smoked      0
## 5683           Rural             88.60 22.5          smokes      0
## 5684           Rural             81.35 34.8 formerly smoked      0
## 5685           Rural             83.10 28.4    never smoked      0
## 5687           Rural            121.75 25.9          smokes      0
## 5689           Rural             65.14 16.7          smokes      0
## 5690           Rural             70.68 35.6    never smoked      0
## 5691           Urban             67.77 32.7          smokes      0
## 5692           Urban            232.18 47.1    never smoked      0
## 5693           Urban            203.30 31.5 formerly smoked      0
## 5694           Urban             65.77 28.6 formerly smoked      0
## 5696           Urban             73.84 31.1    never smoked      0
## 5698           Urban             74.94 32.6    never smoked      0
## 5699           Urban            200.62 28.1    never smoked      0
## 5702           Rural             99.33 31.7 formerly smoked      0
## 5703           Urban             90.99 25.3    never smoked      0
## 5704           Rural            175.78 27.7          smokes      0
## 5705           Rural             92.37 18.5    never smoked      0
## 5706           Urban             65.83 27.6          smokes      0
## 5707           Rural            201.54 37.9          smokes      0
## 5708           Urban             57.15 35.3    never smoked      0
## 5709           Urban             72.12 28.2 formerly smoked      0
## 5710           Rural             75.39 29.9          smokes      0
## 5711           Rural             90.73 23.1          smokes      0
## 5712           Rural             83.87 25.7          smokes      0
## 5713           Rural            104.98 21.7          smokes      0
## 5714           Urban             85.00 25.3    never smoked      0
## 5717           Urban             99.61 27.1    never smoked      0
## 5719           Rural             72.07 18.7          smokes      0
## 5720           Urban            227.41 27.7    never smoked      0
## 5721           Rural             65.23 40.5    never smoked      0
## 5722           Rural             73.99 30.0 formerly smoked      0
## 5724           Rural             84.49 29.0    never smoked      0
## 5727           Urban             76.63 27.1    never smoked      0
## 5728           Rural             75.12 28.2    never smoked      0
## 5731           Rural            116.47 27.7 formerly smoked      0
## 5732           Urban             92.26 23.0    never smoked      0
## 5733           Rural            195.35 30.4    never smoked      0
## 5734           Rural             91.58 26.6 formerly smoked      0
## 5736           Urban             59.79 40.3          smokes      0
## 5737           Rural             87.21 23.8          smokes      0
## 5738           Urban            225.58 32.7          smokes      0
## 5739           Urban             83.40 26.2    never smoked      0
## 5741           Urban            124.84 26.2 formerly smoked      0
## 5743           Urban            100.90 25.7    never smoked      0
## 5744           Urban            113.85 27.7 formerly smoked      0
## 5745           Urban             58.55 22.3    never smoked      0
## 5746           Urban             73.47 34.7    never smoked      0
## 5749           Rural             72.73 25.6    never smoked      0
## 5750           Urban             89.51 24.7    never smoked      0
## 5752           Urban             66.59 30.0    never smoked      0
## 5754           Rural             78.18 24.8 formerly smoked      0
## 5755           Rural             73.52 28.3    never smoked      0
## 5756           Urban            105.85 21.9 formerly smoked      0
## 5757           Rural             92.38 33.3 formerly smoked      0
## 5759           Urban            216.35 27.7    never smoked      0
## 5760           Urban            100.90 32.4    never smoked      0
## 5762           Rural             97.05 38.8 formerly smoked      0
## 5763           Urban             62.14 29.8    never smoked      0
## 5765           Rural             72.28 39.8    never smoked      0
## 5766           Rural             67.45 26.8 formerly smoked      0
## 5767           Urban             88.26 27.6    never smoked      0
## 5770           Rural             63.03 36.1    never smoked      0
## 5771           Rural             84.85 27.8 formerly smoked      0
## 5772           Rural             64.14 29.4    never smoked      1
## 5773           Urban            101.90 32.6 formerly smoked      0
## 5775           Urban             91.56 24.3    never smoked      0
## 5776           Rural             92.18 27.7    never smoked      0
## 5777           Rural             78.48 31.5 formerly smoked      0
## 5778           Rural             68.46 27.7    never smoked      0
## 5779           Rural             67.40 21.9    never smoked      0
## 5780           Rural            235.63 32.3    never smoked      1
## 5781           Urban             87.43 31.6    never smoked      0
## 5782           Rural            115.17 41.9    never smoked      0
## 5783           Urban            102.04 16.8    never smoked      0
## 5784           Rural             76.34 24.4 formerly smoked      1
## 5786           Urban             77.55 26.8    never smoked      0
## 5787           Rural             80.00 37.9    never smoked      0
## 5788           Rural             93.87 24.6          smokes      0
## 5790           Rural             84.27 30.2 formerly smoked      0
## 5792           Rural            107.48 29.0    never smoked      0
## 5793           Urban            133.81 30.2 formerly smoked      0
## 5795           Rural            196.71 29.4    never smoked      0
## 5797           Rural             79.25 28.2          smokes      0
## 5798           Rural             69.64 26.7 formerly smoked      0
## 5799           Urban            198.29 27.7          smokes      0
## 5800           Rural            195.63 27.7 formerly smoked      0
## 5803           Rural            109.92 35.6    never smoked      0
## 5804           Rural             73.39 28.2 formerly smoked      0
## 5805           Urban            118.40 46.7    never smoked      0
## 5806           Urban             57.88 34.0 formerly smoked      0
## 5807           Urban             93.53 33.7 formerly smoked      0
## 5808           Urban             71.07 27.1    never smoked      0
## 5809           Rural             72.58 32.4 formerly smoked      0
## 5811           Urban            101.04 26.1 formerly smoked      0
## 5812           Rural            104.37 49.4 formerly smoked      0
## 5813           Urban            111.57 28.9    never smoked      0
## 5816           Urban             69.66 26.3    never smoked      0
## 5817           Rural             98.10 24.9    never smoked      0
## 5819           Rural            115.89 29.9    never smoked      0
## 5821           Urban             57.16 23.5          smokes      0
## 5822           Urban            135.94 28.7    never smoked      0
## 5823           Urban             98.68 28.4          smokes      0
## 5824           Rural            122.80 33.6    never smoked      0
## 5825           Urban            102.55 31.6    never smoked      0
## 5826           Rural             73.81 24.0    never smoked      0
## 5827           Urban            111.56 20.2    never smoked      0
## 5829           Urban            110.99 27.7 formerly smoked      0
## 5831           Urban            109.99 31.0 formerly smoked      0
## 5832           Urban             96.04 32.8    never smoked      0
## 5833           Urban             81.21 29.8 formerly smoked      0
## 5835           Rural             81.88 26.5    never smoked      0
## 5838           Urban             84.86 33.2          smokes      0
## 5840           Urban             80.98 25.6    never smoked      0
## 5841           Urban            234.74 26.2    never smoked      0
## 5842           Urban            125.41 31.0 formerly smoked      0
## 5843           Rural            144.69 41.0 formerly smoked      0
## 5844           Rural             73.39 26.1    never smoked      0
## 5845           Urban             93.21 26.6          smokes      0
## 5847           Rural             64.49 23.8    never smoked      0
## 5849           Urban             77.47 35.8    never smoked      0
## 5852           Rural             98.47 30.3    never smoked      0
## 5854           Urban            129.88 28.6    never smoked      0
## 5855           Urban             55.74 26.9    never smoked      0
## 5857           Urban            261.19 20.3          smokes      0
## 5858           Urban            104.68 31.3          smokes      0
## 5859           Rural             63.64 23.8    never smoked      0
## 5860           Rural             68.02 28.4    never smoked      0
## 5861           Urban             82.80 23.4    never smoked      0
## 5862           Rural            132.98 29.7    never smoked      0
## 5863           Rural            147.12 35.9    never smoked      0
## 5864           Urban            102.70 27.1          smokes      0
## 5865           Rural            142.93 29.0    never smoked      0
## 5866           Urban            103.08 26.5 formerly smoked      0
## 5868           Urban            228.65 33.0          smokes      0
## 5872           Urban            134.96 21.2    never smoked      0
## 5875           Urban             90.32 36.4          smokes      0
## 5876           Urban            126.32 34.6 formerly smoked      0
## 5877           Urban             89.97 23.5          smokes      0
## 5879           Urban             95.03 28.2    never smoked      0
## 5880           Urban            106.86 33.8    never smoked      0
## 5881           Urban            116.29 32.0    never smoked      0
## 5882           Rural             74.78 29.8 formerly smoked      0
## 5886           Rural             81.46 24.7    never smoked      0
## 5887           Rural            151.80 25.5          smokes      0
## 5888           Rural             93.65 37.1          smokes      0
## 5889           Rural             80.81 18.4    never smoked      0
## 5891           Rural             79.96 41.7    never smoked      0
## 5892           Urban             96.05 20.7    never smoked      0
## 5893           Urban             62.91 24.1          smokes      0
## 5895           Rural            240.59 31.4          smokes      1
## 5898           Urban             74.46 19.8    never smoked      0
## 5900           Rural             87.30 38.2 formerly smoked      0
## 5901           Urban             91.39 19.6    never smoked      0
## 5904           Rural            184.53 24.3    never smoked      0
## 5906           Rural            105.82 29.6          smokes      0
## 5907           Urban             88.48 21.8          smokes      0
## 5909           Urban             76.17 26.9    never smoked      0
## 5910           Rural             78.08 30.5    never smoked      0
## 5911           Rural             95.33 28.4          smokes      0
## 5912           Urban             65.20 21.6    never smoked      0
## 5913           Urban             81.23 28.6 formerly smoked      0
## 5915           Rural            139.81 26.0    never smoked      0
## 5916           Rural             60.98 25.4    never smoked      0
## 5919           Rural             72.04 35.4          smokes      0
## 5922           Urban             75.17 33.3 formerly smoked      0
## 5923           Rural            106.36 22.8    never smoked      0
## 5924           Urban            158.08 25.3    never smoked      0
## 5925           Rural             87.52 20.4    never smoked      0
## 5926           Urban             69.55 26.3    never smoked      0
## 5927           Urban            123.46 28.9          smokes      0
## 5928           Rural             89.93 31.9 formerly smoked      0
## 5931           Urban             89.31 24.4          smokes      0
## 5932           Rural             92.56 29.4    never smoked      0
## 5933           Rural            110.24 27.5    never smoked      0
## 5934           Rural             71.57 30.0    never smoked      0
## 5935           Urban             63.14 23.9    never smoked      0
## 5936           Rural             67.21 32.7    never smoked      0
## 5937           Rural             72.17 29.0    never smoked      0
## 5938           Urban             87.99 21.1    never smoked      0
## 5941           Urban             69.88 55.0    never smoked      0
## 5943           Rural             80.70 35.7    never smoked      0
## 5945           Rural             86.81 42.2    never smoked      0
## 5946           Urban            183.56 25.9    never smoked      0
## 5947           Rural             75.47 24.3    never smoked      0
## 5948           Rural            228.04 28.5          smokes      0
## 5949           Urban            100.25 36.9 formerly smoked      0
## 5950           Rural             77.73 33.0          smokes      0
## 5951           Rural            218.90 43.1 formerly smoked      0
## 5952           Rural             98.81 27.7 formerly smoked      0
## 5953           Rural            101.26 26.7 formerly smoked      0
## 5954           Rural            210.67 36.0          smokes      0
## 5957           Rural             93.03 34.6    never smoked      0
## 5960           Rural            213.03 44.1    never smoked      0
## 5961           Rural             59.51 28.9    never smoked      0
## 5962           Rural            104.84 22.0    never smoked      0
## 5963           Urban             94.37 39.6    never smoked      0
## 5966           Rural             97.43 26.2 formerly smoked      0
## 5968           Rural             86.41 40.3 formerly smoked      0
## 5969           Urban            218.21 36.8          smokes      0
## 5970           Urban             90.60 27.3          smokes      0
## 5971           Rural            158.82 33.6          smokes      0
## 5973           Rural            239.16 45.0          smokes      0
## 5974           Urban             93.22 26.1 formerly smoked      0
## 5975           Urban             94.82 26.8          smokes      0
## 5976           Rural            201.03 34.5    never smoked      0
## 5978           Rural             89.98 32.6          smokes      0
## 5979           Rural            100.92 22.8          smokes      0
## 5980           Urban             80.74 29.0 formerly smoked      0
## 5982           Urban             78.92 27.7 formerly smoked      1
## 5983           Rural            170.76 29.3 formerly smoked      0
## 5984           Rural             85.04 22.4 formerly smoked      0
## 5985           Urban             61.73 33.6          smokes      0
## 5988           Urban             80.71 21.6    never smoked      0
## 5989           Rural             83.09 24.8          smokes      0
## 5990           Urban            118.05 29.0    never smoked      0
## 5993           Urban             94.22 35.2 formerly smoked      0
## 5995           Urban             79.50 35.8    never smoked      0
## 5997           Urban             83.45 26.5    never smoked      0
## 5998           Urban            219.49 43.4 formerly smoked      0
## 6000           Rural            193.51 22.5    never smoked      0
## 6001           Urban            232.26 39.4          smokes      0
## 6002           Urban             99.37 24.8    never smoked      0
## 6003           Rural             83.83 26.7          smokes      0
## 6004           Rural             66.26 22.1    never smoked      0
## 6005           Urban             85.03 27.3          smokes      0
## 6006           Rural            105.49 27.9          smokes      0
## 6008           Rural             84.49 27.7          smokes      0
## 6009           Urban            100.11 42.1    never smoked      0
## 6011           Urban             60.73 26.7    never smoked      0
## 6012           Urban            115.29 25.8          smokes      0
## 6013           Rural            109.18 34.1 formerly smoked      0
## 6014           Rural            116.03 25.3 formerly smoked      0
## 6016           Rural             99.64 28.0    never smoked      0
## 6020           Rural             56.40 37.2 formerly smoked      0
## 6021           Rural             65.90 30.4    never smoked      0
## 6022           Urban             87.85 27.7          smokes      0
## 6023           Urban             94.74 28.8    never smoked      0
## 6025           Rural            220.76 50.1    never smoked      0
## 6026           Rural             98.94 30.0    never smoked      0
## 6027           Rural            200.91 30.9 formerly smoked      0
## 6028           Urban             74.61 22.2          smokes      0
## 6030           Urban             69.65 22.6    never smoked      0
## 6031           Urban            107.37 45.3    never smoked      0
## 6034           Urban             83.86 27.7 formerly smoked      0
## 6037           Urban             71.56 44.8          smokes      0
## 6039           Rural            189.10 27.7 formerly smoked      0
## 6040           Rural            198.13 27.6 formerly smoked      0
## 6041           Rural            127.49 38.4    never smoked      0
## 6043           Rural            191.26 29.8 formerly smoked      0
## 6044           Rural            104.55 24.1    never smoked      0
## 6045           Rural            105.94 23.8 formerly smoked      0
## 6047           Rural             56.13 27.7 formerly smoked      0
## 6049           Rural             95.92 22.5    never smoked      0
## 6050           Rural             65.64 28.1          smokes      0
## 6051           Rural            105.16 28.0    never smoked      0
## 6052           Urban             56.94 26.1    never smoked      0
## 6053           Rural            105.60 35.7          smokes      0
## 6055           Urban             79.75 27.1          smokes      0
## 6058           Rural            181.74 29.8          smokes      0
## 6059           Urban             68.85 26.0    never smoked      0
## 6060           Urban             82.81 28.0    never smoked      1
## 6062           Urban            212.44 31.1          smokes      0
## 6063           Urban             78.56 22.4          smokes      0
## 6064           Rural            122.06 24.0    never smoked      0
## 6066           Rural            121.84 23.2    never smoked      0
## 6067           Urban             57.12 20.5    never smoked      0
## 6068           Urban             63.84 47.2 formerly smoked      0
## 6069           Urban             70.58 25.4 formerly smoked      0
## 6071           Rural            109.87 39.7    never smoked      0
## 6073           Urban             93.56 34.7 formerly smoked      0
## 6074           Rural            109.17 27.7 formerly smoked      0
## 6076           Rural             87.19 23.0          smokes      0
## 6077           Urban             94.62 35.8    never smoked      0
## 6078           Urban             90.92 35.8 formerly smoked      0
## 6079           Rural            190.32 31.4    never smoked      1
## 6080           Rural            110.76 22.3    never smoked      0
## 6082           Urban             86.48 20.8    never smoked      0
## 6083           Urban            142.03 25.7 formerly smoked      0
## 6087           Rural            107.03 31.8 formerly smoked      0
## 6089           Urban             91.06 29.6    never smoked      0
## 6090           Urban             88.94 24.4 formerly smoked      0
## 6091           Urban             70.52 20.6 formerly smoked      0
## 6092           Urban            115.78 16.4 formerly smoked      0
## 6093           Urban            117.17 29.7          smokes      0
## 6094           Rural             90.97 22.5    never smoked      0
## 6095           Rural             89.70 23.1    never smoked      0
## 6096           Urban             96.88 35.8    never smoked      0
## 6098           Rural            100.31 26.3          smokes      0
## 6101           Urban            230.46 35.8 formerly smoked      0
## 6103           Rural            244.27 35.3    never smoked      0
## 6105           Rural             61.08 25.1 formerly smoked      0
## 6106           Urban            176.62 29.4    never smoked      0
## 6107           Rural             84.10 36.2 formerly smoked      0
## 6110           Urban             72.68 29.2          smokes      0
## 6111           Rural            130.24 31.1          smokes      0
## 6112           Rural             81.39 56.4          smokes      0
## 6113           Rural             66.52 26.3 formerly smoked      0
## 6114           Urban             85.20 26.6          smokes      0
## 6115           Rural             75.58 36.0    never smoked      0
## 6119           Rural             67.95 33.3 formerly smoked      0
## 6120           Urban            228.13 36.0    never smoked      0
## 6121           Rural             88.69 39.7          smokes      0
## 6122           Urban             94.10 24.2          smokes      0
## 6123           Rural             90.25 36.0    never smoked      0
## 6124           Rural             74.38 30.0 formerly smoked      0
## 6125           Urban             59.50 25.9    never smoked      0
## 6126           Urban             76.77 39.5    never smoked      0
## 6127           Urban             77.23 21.2    never smoked      0
## 6129           Rural            139.98 26.8    never smoked      0
## 6130           Rural             78.59 38.7    never smoked      0
## 6132           Urban            203.10 29.4    never smoked      0
## 6133           Rural            219.66 38.1    never smoked      0
## 6134           Rural             56.00 18.4    never smoked      0
## 6137           Rural             81.68 29.1 formerly smoked      0
## 6140           Rural             94.59 33.3    never smoked      0
## 6142           Urban            121.11 27.0    never smoked      0
## 6143           Urban             86.76 21.2 formerly smoked      0
## 6144           Rural            136.14 21.6    never smoked      0
## 6145           Urban             98.48 31.8          smokes      0
## 6146           Rural             69.47 28.5    never smoked      0
## 6147           Urban            117.11 30.9    never smoked      0
## 6148           Urban            222.43 38.3 formerly smoked      0
## 6149           Rural            215.66 25.0    never smoked      0
## 6150           Rural            231.61 34.6 formerly smoked      1
## 6151           Urban             70.07 26.2    never smoked      0
## 6152           Rural             71.89 30.7    never smoked      0
## 6154           Urban             93.07 27.9    never smoked      0
## 6155           Urban            106.10 51.1 formerly smoked      0
## 6158           Rural             69.76 27.7    never smoked      0
## 6159           Rural             80.40 38.9 formerly smoked      0
## 6161           Urban             82.93 23.0    never smoked      0
## 6164           Urban            195.87 27.7    never smoked      0
## 6166           Rural            238.36 33.6          smokes      0
## 6167           Urban            106.19 27.1          smokes      0
## 6168           Rural            199.61 25.2          smokes      0
## 6170           Rural             68.93 22.2 formerly smoked      0
## 6171           Urban            269.75 38.5    never smoked      0
## 6172           Urban            102.99 18.9    never smoked      0
## 6173           Rural             76.30 29.3    never smoked      0
## 6174           Rural             58.55 21.1 formerly smoked      0
## 6175           Urban            128.45 33.9    never smoked      0
## 6178           Urban            109.68 29.8          smokes      0
## 6179           Urban            122.35 24.6    never smoked      0
## 6180           Urban            137.47 31.1    never smoked      0
## 6181           Urban             86.58 36.5 formerly smoked      0
## 6182           Urban             98.25 22.1    never smoked      0
## 6184           Rural            113.57 41.1          smokes      0
## 6185           Rural             87.07 31.7          smokes      0
## 6186           Rural            104.83 23.8    never smoked      0
## 6188           Urban            128.20 29.3          smokes      0
## 6189           Rural            101.78 34.8    never smoked      0
## 6190           Urban             62.31 29.1    never smoked      0
## 6191           Rural            187.47 31.1 formerly smoked      0
## 6192           Rural             75.96 19.3    never smoked      0
## 6193           Urban             72.72 29.5          smokes      0
## 6196           Urban            222.53 28.5    never smoked      0
## 6197           Rural            201.74 35.5    never smoked      0
## 6199           Rural            106.30 33.1    never smoked      0
## 6200           Rural             95.13 28.7          smokes      0
## 6202           Rural             75.29 29.8 formerly smoked      0
## 6206           Rural             80.59 32.1    never smoked      0
## 6207           Rural             69.74 27.6    never smoked      0
## 6208           Rural             55.91 38.1 formerly smoked      0
## 6211           Urban             77.79 31.3    never smoked      0
## 6212           Rural            113.61 33.0    never smoked      0
## 6213           Rural            160.75 25.6 formerly smoked      0
## 6214           Urban             84.26 30.1    never smoked      0
## 6215           Rural            215.92 32.0 formerly smoked      0
## 6216           Rural            191.96 31.9    never smoked      0
## 6218           Urban            187.45 36.8          smokes      0
## 6219           Rural            138.69 30.8 formerly smoked      0
## 6221           Rural             93.72 32.2    never smoked      0
## 6222           Urban            136.88 29.6 formerly smoked      0
## 6223           Rural            117.93 46.1    never smoked      0
## 6224           Urban             93.63 25.2    never smoked      0
## 6226           Rural            105.26 47.5    never smoked      0
## 6228           Urban             71.40 36.7 formerly smoked      0
## 6229           Urban            143.80 38.0    never smoked      0
## 6230           Urban             79.18 20.3          smokes      0
## 6231           Rural             77.03 36.0    never smoked      0
## 6232           Urban             68.21 27.0          smokes      0
## 6233           Urban            101.25 29.2 formerly smoked      0
## 6234           Rural             55.68 18.8    never smoked      0
## 6235           Rural             68.08 33.0    never smoked      0
## 6237           Rural             80.64 30.5    never smoked      0
## 6238           Urban             80.98 16.4    never smoked      0
## 6239           Rural            109.34 26.5    never smoked      0
## 6241           Rural             96.28 23.5          smokes      0
## 6242           Urban             94.00 35.7          smokes      0
## 6243           Rural             66.54 23.9          smokes      0
## 6244           Rural             89.17 33.5          smokes      0
## 6245           Rural             85.80 37.5          smokes      0
## 6246           Urban             85.58 41.6    never smoked      0
## 6247           Rural             57.16 38.4          smokes      0
## 6248           Rural             75.47 27.2    never smoked      0
## 6249           Rural            122.14 19.2    never smoked      0
## 6250           Rural             83.56 21.1    never smoked      0
## 6251           Urban            117.14 38.9 formerly smoked      0
## 6252           Rural             61.02 28.9    never smoked      0
## 6253           Rural             86.18 22.6 formerly smoked      0
## 6254           Urban            103.55 24.1    never smoked      0
## 6257           Rural             85.36 34.4    never smoked      0
## 6258           Urban             60.79 29.5 formerly smoked      0
## 6260           Urban            122.32 21.3          smokes      0
## 6261           Urban             75.67 22.9    never smoked      0
## 6262           Urban            141.60 37.2    never smoked      0
## 6264           Rural             81.92 35.7 formerly smoked      0
## 6266           Urban             85.00 29.9          smokes      0
## 6267           Rural             62.34 32.0    never smoked      0
## 6268           Urban             75.09 30.6    never smoked      0
## 6269           Rural            101.15 19.1    never smoked      0
## 6272           Rural             77.24 28.0          smokes      0
## 6273           Urban             90.22 37.6    never smoked      0
## 6274           Rural            208.01 35.5          smokes      0
## 6275           Urban             97.54 24.6    never smoked      0
## 6276           Urban             82.30 27.7          smokes      1
## 6277           Urban             57.02 17.1 formerly smoked      0
## 6279           Rural            111.72 27.7          smokes      0
## 6280           Urban             78.74 23.7    never smoked      0
## 6285           Urban             69.86 46.6    never smoked      0
## 6286           Urban             74.23 36.5 formerly smoked      0
## 6287           Rural             76.37 38.6 formerly smoked      0
## 6288           Rural            106.27 32.8    never smoked      0
## 6289           Urban            110.09 24.1    never smoked      0
## 6290           Urban            198.16 28.9          smokes      0
## 6292           Urban            123.43 28.2    never smoked      0
## 6293           Urban             82.74 25.4 formerly smoked      0
## 6300           Rural            223.00 30.0    never smoked      0
## 6303           Urban             78.22 19.7    never smoked      0
## 6304           Urban             76.41 20.4    never smoked      0
## 6305           Rural             93.53 22.5 formerly smoked      0
## 6306           Urban            105.97 32.6    never smoked      0
## 6307           Rural             94.74 33.6    never smoked      0
## 6308           Urban             69.36 31.6 formerly smoked      0
## 6309           Rural             59.39 28.4    never smoked      0
## 6310           Rural             79.62 27.4          smokes      0
## 6311           Urban             60.51 24.6 formerly smoked      0
## 6312           Urban             67.37 23.8          smokes      0
## 6313           Urban            116.74 28.6    never smoked      0
## 6314           Urban            100.39 44.2 formerly smoked      0
## 6315           Urban             89.12 30.8    never smoked      0
## 6317           Urban            183.10 26.2    never smoked      0
## 6318           Rural             85.11 35.9          smokes      0
## 6319           Urban             94.21 23.3          smokes      0
## 6320           Rural            110.70 21.2    never smoked      0
## 6321           Urban            123.60 48.6    never smoked      0
## 6322           Rural             91.20 51.6          smokes      0
## 6323           Urban             60.46 24.8    never smoked      0
## 6324           Rural             78.77 26.9    never smoked      0
## 6325           Rural             73.85 17.9          smokes      0
## 6327           Urban             68.93 26.7    never smoked      0
## 6328           Rural             62.75 29.6    never smoked      0
## 6329           Urban             66.59 25.2          smokes      0
## 6330           Urban             84.31 22.2          smokes      0
## 6331           Rural             91.89 23.3    never smoked      0
## 6333           Rural            100.40 26.5          smokes      0
## 6334           Rural            135.11 33.9 formerly smoked      0
## 6335           Rural            205.09 27.7    never smoked      0
## 6336           Urban             81.94 25.3          smokes      0
## 6339           Rural             55.20 30.3    never smoked      0
## 6340           Urban             89.89 28.6    never smoked      0
## 6344           Rural             84.48 25.6 formerly smoked      0
## 6345           Urban             60.96 27.4    never smoked      0
## 6347           Urban             94.23 32.6    never smoked      0
## 6348           Urban             77.84 30.7 formerly smoked      0
## 6349           Urban             94.47 23.0 formerly smoked      0
## 6351           Rural             96.63 27.8 formerly smoked      0
## 6352           Rural             73.18 30.3 formerly smoked      1
## 6354           Rural            115.37 25.8    never smoked      0
## 6355           Urban            209.73 34.2    never smoked      0
## 6356           Urban            190.52 23.0          smokes      0
## 6359           Rural            208.52 39.6 formerly smoked      0
## 6361           Urban            125.77 23.0          smokes      0
## 6362           Rural             69.80 21.8    never smoked      0
## 6363           Rural            159.59 21.7    never smoked      0
## 6364           Rural             81.26 34.7 formerly smoked      0
## 6366           Urban            190.88 28.4    never smoked      0
## 6367           Urban            255.37 31.4    never smoked      0
## 6368           Urban             93.76 29.1 formerly smoked      0
## 6370           Urban             89.96 34.3    never smoked      0
## 6371           Urban             68.49 18.7    never smoked      0
## 6373           Urban             71.82 29.2    never smoked      0
## 6374           Urban             86.91 28.6 formerly smoked      0
## 6377           Urban             66.56 23.2 formerly smoked      0
## 6378           Rural             94.84 22.3          smokes      0
## 6379           Rural            117.81 26.5    never smoked      0
## 6381           Rural             68.15 28.2 formerly smoked      0
## 6383           Rural            116.17 40.3    never smoked      0
## 6385           Urban             94.17 29.0    never smoked      0
## 6386           Urban             96.38 28.0 formerly smoked      0
## 6387           Urban             71.34 32.4          smokes      0
## 6388           Rural            191.82 40.4          smokes      1
## 6389           Urban             97.50 24.7 formerly smoked      0
## 6390           Urban            199.66 30.5 formerly smoked      0
## 6391           Urban            105.64 29.0 formerly smoked      0
## 6394           Rural            119.07 22.6    never smoked      0
## 6395           Urban            202.19 30.7          smokes      0
## 6397           Urban             73.27 35.6    never smoked      0
## 6398           Urban             92.48 30.0    never smoked      0
## 6399           Rural            113.63 35.4 formerly smoked      0
## 6400           Urban            127.59 22.3    never smoked      0
## 6401           Urban             84.81 31.5    never smoked      0
## 6402           Rural            128.24 44.3          smokes      0
## 6404           Rural             68.78 23.0          smokes      0
## 6406           Rural             97.75 29.8 formerly smoked      0
## 6407           Rural             93.05 24.2    never smoked      1
## 6408           Rural             81.86 38.0 formerly smoked      0
## 6409           Urban             90.72 27.7          smokes      0
## 6410           Urban            207.34 38.5 formerly smoked      0
## 6411           Urban            108.62 26.7    never smoked      0
## 6412           Rural             85.01 27.7    never smoked      0
## 6413           Rural            205.01 21.9    never smoked      0
## 6414           Urban             70.51 26.8    never smoked      0
## 6415           Rural             70.87 26.0          smokes      0
## 6416           Rural             79.72 27.7 formerly smoked      0
## 6418           Urban             63.26 37.2    never smoked      0
## 6419           Urban             84.27 31.6    never smoked      0
## 6420           Rural             61.27 24.5 formerly smoked      0
## 6421           Rural             72.83 27.6    never smoked      0
## 6422           Rural            120.00 26.9    never smoked      0
## 6423           Rural            207.21 41.1    never smoked      0
## 6424           Urban             75.83 36.1 formerly smoked      0
## 6425           Urban            220.51 31.0    never smoked      0
## 6426           Urban             98.85 31.3          smokes      0
## 6428           Rural            224.52 30.9 formerly smoked      0
## 6429           Rural             77.21 28.0 formerly smoked      0
## 6430           Urban             71.52 22.1    never smoked      0
## 6432           Urban             93.66 31.5    never smoked      0
## 6433           Urban            178.82 42.8 formerly smoked      0
## 6434           Urban             90.74 25.8 formerly smoked      0
## 6435           Rural             94.90 25.6 formerly smoked      0
## 6436           Urban             75.39 26.9          smokes      0
## 6437           Urban             74.28 24.4    never smoked      0
## 6438           Urban             98.33 24.2    never smoked      0
## 6440           Urban             74.02 41.5 formerly smoked      0
## 6442           Rural             91.27 28.8    never smoked      0
## 6443           Rural             73.73 25.2    never smoked      0
## 6444           Rural             72.02 39.8    never smoked      0
## 6445           Rural             79.70 27.7 formerly smoked      0
## 6446           Urban             70.83 25.2          smokes      0
## 6448           Urban             69.48 27.7    never smoked      0
## 6449           Urban            100.55 47.4    never smoked      0
## 6450           Rural             84.68 34.9          smokes      0
## 6451           Rural            131.56 21.0    never smoked      0
## 6452           Urban             56.16 30.2 formerly smoked      0
## 6453           Urban             98.10 18.6    never smoked      0
## 6454           Rural             80.11 28.5    never smoked      0
## 6455           Rural             72.21 22.0    never smoked      0
## 6457           Urban            158.36 22.4          smokes      0
## 6458           Rural             68.37 42.5          smokes      0
## 6460           Rural            222.72 45.6    never smoked      0
## 6461           Rural             87.69 24.9 formerly smoked      0
## 6462           Urban            190.19 39.4 formerly smoked      0
## 6463           Rural            113.50 29.4    never smoked      0
## 6464           Rural            234.10 35.1 formerly smoked      0
## 6465           Rural             97.30 22.5          smokes      0
## 6466           Rural             79.05 27.7          smokes      0
## 6468           Urban             91.38 41.5          smokes      0
## 6469           Urban             72.22 21.9    never smoked      0
## 6470           Rural             81.20 33.2    never smoked      0
## 6471           Rural            107.11 32.8 formerly smoked      0
## 6474           Urban             83.28 27.7    never smoked      0
## 6475           Rural            159.80 25.4          smokes      0
## 6476           Rural             72.47 28.1    never smoked      0
## 6477           Urban            102.28 33.7    never smoked      0
## 6479           Rural            135.30 30.2    never smoked      0
## 6480           Urban            122.06 25.3 formerly smoked      0
## 6481           Urban            114.36 28.3    never smoked      0
## 6483           Urban             64.17 41.5    never smoked      1
## 6484           Urban             76.44 25.9 formerly smoked      0
## 6485           Rural             75.60 26.5          smokes      0
## 6486           Rural             99.05 23.7    never smoked      0
## 6487           Urban             95.85 40.9          smokes      0
## 6488           Urban            101.98 32.3    never smoked      0
## 6489           Rural             57.10 38.1    never smoked      0
## 6491           Rural             83.64 31.8 formerly smoked      0
## 6492           Rural            105.94 29.0    never smoked      0
## 6493           Rural             96.93 28.7 formerly smoked      0
## 6494           Rural            197.91 34.0 formerly smoked      0
## 6497           Rural             77.21 27.2          smokes      0
## 6499           Rural            129.98 22.6 formerly smoked      1
## 6502           Urban            273.82 61.0    never smoked      0
## 6503           Urban             69.81 32.3    never smoked      0
## 6505           Rural            119.27 21.0 formerly smoked      0
## 6506           Urban            103.10 26.2 formerly smoked      0
## 6507           Rural            224.63 27.7 formerly smoked      0
## 6508           Urban             94.91 39.4    never smoked      0
## 6509           Rural             77.54 25.0    never smoked      0
## 6510           Urban             55.21 21.3    never smoked      0
## 6511           Urban             98.05 31.3    never smoked      0
## 6512           Rural            100.49 24.5 formerly smoked      0
## 6513           Rural            111.10 37.0 formerly smoked      0
## 6514           Rural            125.31 32.5    never smoked      0
## 6515           Rural            118.21 27.7    never smoked      0
## 6517           Rural             62.89 21.1          smokes      0
## 6518           Urban            200.33 30.1          smokes      0
## 6519           Rural             71.52 34.1          smokes      0
## 6522           Rural             94.71 31.3    never smoked      0
## 6523           Urban            106.24 26.3    never smoked      0
## 6524           Urban             88.52 26.8          smokes      0
## 6526           Urban             79.17 21.4          smokes      0
## 6527           Urban             68.53 24.2          smokes      1
## 6529           Rural            196.34 29.9 formerly smoked      0
## 6532           Rural             88.33 29.4    never smoked      0
## 6533           Urban             88.82 19.1    never smoked      0
## 6534           Urban             55.91 40.4    never smoked      0
## 6535           Rural            115.41 27.2    never smoked      0
## 6536           Urban            163.22 22.6    never smoked      0
## 6537           Rural             87.17 38.1          smokes      0
## 6538           Rural            172.37 30.0    never smoked      0
## 6539           Rural             85.27 25.4          smokes      0
## 6540           Rural             82.90 22.3    never smoked      0
## 6541           Rural             96.12 33.2    never smoked      0
## 6544           Rural            213.40 27.2    never smoked      0
## 6546           Urban            241.47 35.8 formerly smoked      0
## 6549           Rural             96.31 36.6    never smoked      0
## 6550           Urban             82.24 30.8    never smoked      0
## 6551           Rural             76.40 42.5    never smoked      0
## 6552           Urban            203.84 38.8          smokes      0
## 6553           Urban            104.51 25.6          smokes      0
## 6554           Rural            217.47 30.3 formerly smoked      0
## 6555           Urban             69.18 21.9    never smoked      0
## 6557           Urban             86.95 44.3    never smoked      0
## 6559           Rural             82.23 40.9          smokes      0
## 6560           Urban             58.98 24.9          smokes      0
## 6561           Rural            216.23 29.9 formerly smoked      0
## 6562           Urban             91.75 25.9    never smoked      0
## 6563           Urban             74.02 27.7 formerly smoked      0
## 6564           Rural             94.46 31.1 formerly smoked      0
## 6565           Rural             72.32 27.7    never smoked      0
## 6566           Urban            180.46 25.3 formerly smoked      0
## 6567           Rural            220.73 34.0    never smoked      0
## 6568           Urban             82.27 28.3    never smoked      0
## 6570           Rural             91.79 50.2 formerly smoked      0
## 6573           Urban            104.81 32.6    never smoked      0
## 6574           Rural             98.59 21.6    never smoked      0
## 6575           Rural             82.21 22.0    never smoked      0
## 6577           Urban            117.48 32.4    never smoked      0
## 6578           Rural            115.54 37.3    never smoked      0
## 6579           Urban             77.96 22.9          smokes      0
## 6580           Urban            100.06 30.4          smokes      0
## 6581           Rural            199.60 25.1          smokes      0
## 6582           Rural            211.37 29.9          smokes      0
## 6585           Rural             56.46 45.2 formerly smoked      0
## 6586           Rural             88.97 31.5          smokes      0
## 6587           Rural             61.20 35.4    never smoked      0
## 6588           Urban             79.62 30.7          smokes      0
## 6589           Urban             97.23 23.2          smokes      0
## 6590           Urban             94.68 27.8    never smoked      0
## 6591           Urban             83.21 27.0          smokes      0
## 6592           Urban            208.53 31.1    never smoked      0
## 6593           Urban             82.78 36.9    never smoked      0
## 6595           Rural             79.76 35.2          smokes      0
## 6597           Rural            113.28 25.9    never smoked      0
## 6598           Urban             71.35 26.0    never smoked      0
## 6599           Rural             94.14 38.6    never smoked      0
## 6600           Rural            129.63 26.4    never smoked      0
## 6602           Rural            206.17 31.7    never smoked      0
## 6603           Urban             97.87 24.5          smokes      0
## 6605           Urban             69.61 30.6 formerly smoked      0
## 6607           Urban             95.72 34.5    never smoked      0
## 6608           Rural             91.32 35.6 formerly smoked      0
## 6609           Rural            113.85 29.4    never smoked      0
## 6610           Urban            202.81 39.1 formerly smoked      0
## 6612           Urban             61.92 40.0    never smoked      0
## 6613           Urban             99.59 28.6    never smoked      0
## 6614           Urban             84.24 22.6    never smoked      0
## 6615           Urban             80.21 30.0    never smoked      0
## 6616           Urban             74.72 21.0    never smoked      0
## 6617           Urban            130.83 39.3    never smoked      0
## 6621           Urban             90.41 30.4 formerly smoked      0
## 6622           Rural             96.88 64.2    never smoked      0
## 6624           Urban             67.10 19.3    never smoked      0
## 6627           Urban            217.48 24.7          smokes      0
## 6628           Rural             67.26 55.8 formerly smoked      0
## 6630           Rural            100.90 54.0 formerly smoked      0
## 6632           Rural             55.52 28.6    never smoked      0
## 6633           Urban            106.41 27.7 formerly smoked      1
## 6634           Urban             97.79 31.9    never smoked      0
## 6635           Urban             80.55 25.9 formerly smoked      0
## 6636           Urban            208.03 51.1    never smoked      0
## 6639           Rural             84.15 52.4    never smoked      0
## 6640           Rural            103.64 22.0    never smoked      0
## 6641           Rural            134.64 26.6    never smoked      0
## 6642           Urban            186.50 34.1 formerly smoked      0
## 6643           Rural             83.24 33.9    never smoked      0
## 6644           Urban             73.21 21.2    never smoked      0
## 6646           Urban             67.25 40.1    never smoked      0
## 6648           Urban            246.03 29.4 formerly smoked      0
## 6649           Rural            109.69 37.3    never smoked      0
## 6650           Rural            102.37 25.4 formerly smoked      0
## 6651           Urban             72.05 37.1          smokes      0
## 6653           Rural            224.10 56.6    never smoked      1
## 6654           Urban             87.44 26.3    never smoked      0
## 6655           Urban             83.18 19.0    never smoked      0
## 6656           Urban             78.55 17.3          smokes      0
## 6657           Urban            103.98 25.2    never smoked      0
## 6658           Urban             91.18 36.9    never smoked      0
## 6659           Rural             80.37 25.0    never smoked      0
## 6660           Rural             73.53 29.6    never smoked      0
## 6663           Urban             63.99 25.1    never smoked      0
## 6665           Rural             91.98 22.6    never smoked      0
## 6666           Rural             92.51 37.7    never smoked      0
## 6667           Urban             82.79 23.9    never smoked      0
## 6669           Rural             84.38 36.6 formerly smoked      0
## 6670           Urban             92.35 20.2    never smoked      0
## 6671           Rural            169.89 28.4    never smoked      0
## 6674           Urban             64.83 28.3    never smoked      0
## 6675           Rural             83.06 42.6    never smoked      0
## 6679           Urban             87.69 29.2 formerly smoked      0
## 6680           Rural            122.71 50.5 formerly smoked      0
## 6681           Rural            158.52 35.6          smokes      0
## 6683           Urban             89.62 37.6    never smoked      0
## 6684           Rural            125.14 21.9    never smoked      0
## 6686           Urban             90.23 20.3    never smoked      0
## 6687           Urban            226.99 30.6    never smoked      0
## 6689           Urban             87.04 23.6    never smoked      0
## 6690           Urban            106.78 27.7    never smoked      0
## 6691           Urban            154.12 21.6    never smoked      0
## 6692           Rural             55.97 25.6          smokes      0
## 6693           Urban            106.70 25.0    never smoked      0
## 6694           Urban            106.35 26.3    never smoked      0
## 6695           Urban            121.51 38.6          smokes      0
## 6696           Rural             67.62 29.5    never smoked      0
## 6698           Rural             95.72 23.7          smokes      0
## 6699           Urban             89.35 29.3    never smoked      0
## 6701           Urban            130.79 29.4 formerly smoked      0
## 6703           Urban             61.15 43.2          smokes      0
## 6704           Rural            101.11 27.7    never smoked      0
## 6705           Urban             90.32 21.4    never smoked      0
## 6706           Urban             63.80 24.5    never smoked      0
## 6707           Rural            109.35 35.9          smokes      0
## 6708           Urban             74.28 23.7    never smoked      0
## 6710           Urban             56.26 57.0    never smoked      0
## 6712           Rural             89.37 22.6          smokes      0
## 6713           Rural             94.98 39.1          smokes      0
## 6716           Rural             87.19 14.6 formerly smoked      0
## 6718           Rural            120.06 38.1    never smoked      0
## 6719           Urban            190.57 38.6 formerly smoked      0
## 6720           Rural            111.12 32.5 formerly smoked      0
## 6721           Urban             65.10 37.1    never smoked      0
## 6722           Urban            228.82 40.0    never smoked      0
## 6726           Rural            134.50 34.6    never smoked      0
## 6727           Rural             77.05 27.0    never smoked      0
## 6728           Rural            108.60 32.2          smokes      0
## 6729           Rural             89.52 38.5    never smoked      0
## 6730           Rural            101.85 25.7          smokes      0
## 6731           Urban             97.07 22.8 formerly smoked      0
## 6732           Urban             78.65 32.2    never smoked      0
## 6733           Urban             80.27 27.6    never smoked      0
## 6735           Rural            184.78 31.9          smokes      0
## 6737           Rural             65.82 32.8          smokes      0
## 6738           Urban             90.86 38.4    never smoked      0
## 6741           Urban            109.33 31.9          smokes      0
## 6743           Urban             89.62 43.5    never smoked      0
## 6744           Urban             76.00 34.1    never smoked      0
## 6746           Rural             85.81 26.6    never smoked      0
## 6747           Urban             98.80 26.7 formerly smoked      0
## 6748           Rural             92.57 45.0    never smoked      0
## 6749           Urban             99.90 32.0 formerly smoked      0
## 6750           Rural             70.41 24.6    never smoked      0
## 6752           Rural            101.05 38.5    never smoked      0
## 6753           Urban             98.21 25.0 formerly smoked      0
## 6754           Rural             86.10 32.6 formerly smoked      0
## 6755           Rural             74.62 27.7    never smoked      0
## 6756           Urban             57.05 30.7          smokes      0
## 6757           Urban            120.32 27.3    never smoked      0
## 6758           Rural             70.92 30.3    never smoked      0
## 6759           Rural             87.92 38.8    never smoked      0
## 6761           Rural            102.12 31.0    never smoked      0
## 6762           Rural             90.08 20.0    never smoked      0
## 6763           Rural             67.23 24.5    never smoked      0
## 6765           Rural            190.64 38.6 formerly smoked      0
## 6766           Rural            245.50 27.7 formerly smoked      0
## 6767           Urban             69.27 40.0 formerly smoked      0
## 6768           Rural            101.84 21.0    never smoked      0
## 6769           Urban            102.22 32.1    never smoked      0
## 6771           Rural             67.97 38.0    never smoked      0
## 6773           Urban            206.04 36.9 formerly smoked      0
## 6775           Urban             80.10 30.0 formerly smoked      0
## 6776           Urban            223.99 29.6 formerly smoked      0
## 6777           Rural             74.59 24.8    never smoked      0
## 6778           Urban            115.70 26.8    never smoked      0
## 6779           Rural             74.45 44.9    never smoked      0
## 6781           Rural             69.29 39.4          smokes      0
## 6784           Urban            191.97 23.6          smokes      0
## 6785           Urban             89.30 26.7    never smoked      0
## 6787           Urban             92.20 27.7 formerly smoked      0
## 6788           Urban             77.87 27.0    never smoked      0
## 6789           Urban             74.54 18.6 formerly smoked      0
## 6790           Rural            216.94 30.9    never smoked      1
## 6792           Rural             56.21 37.6    never smoked      0
## 6793           Urban             93.92 36.7 formerly smoked      0
## 6794           Urban            107.57 33.6    never smoked      0
## 6797           Urban            134.65 20.1    never smoked      0
## 6798           Rural             97.84 25.9    never smoked      0
## 6800           Rural             70.03 28.7          smokes      0
## 6801           Rural            195.06 31.5    never smoked      0
## 6802           Urban             91.21 36.6    never smoked      0
## 6803           Urban             71.80 22.6 formerly smoked      0
## 6804           Rural             76.11 27.3          smokes      1
## 6806           Urban             56.84 32.8    never smoked      0
## 6808           Urban             79.60 31.7    never smoked      0
## 6809           Rural             71.04 29.3    never smoked      0
## 6810           Urban            196.28 33.2 formerly smoked      0
## 6811           Urban            199.78 36.0    never smoked      0
## 6813           Urban             97.05 30.7    never smoked      0
## 6814           Rural             83.36 31.2          smokes      0
## 6817           Urban             80.31 41.5          smokes      0
## 6819           Rural            226.20 30.9    never smoked      0
## 6820           Rural             70.56 27.8    never smoked      0
## 6822           Rural            108.25 40.7 formerly smoked      0
## 6824           Urban            106.15 31.9    never smoked      0
## 6827           Rural            107.24 23.4          smokes      0
## 6828           Rural             82.49 33.5 formerly smoked      0
## 6829           Rural            100.64 29.5          smokes      0
## 6830           Urban             92.00 36.8 formerly smoked      0
## 6831           Rural             70.86 25.2 formerly smoked      0
## 6833           Rural            143.21 42.0    never smoked      0
## 6834           Urban             73.07 29.2    never smoked      0
## 6836           Urban             72.44 38.7          smokes      0
## 6838           Urban             80.14 30.8    never smoked      0
## 6840           Rural             73.09 36.7    never smoked      0
## 6841           Rural            112.03 26.4    never smoked      0
## 6842           Urban            216.88 49.7          smokes      0
## 6844           Urban             75.83 24.6 formerly smoked      0
## 6845           Rural            117.19 30.8 formerly smoked      0
## 6846           Rural            184.48 25.4    never smoked      0
## 6847           Urban             99.40 29.7 formerly smoked      0
## 6848           Rural            117.35 19.0 formerly smoked      0
## 6849           Urban             72.31 29.7    never smoked      0
## 6851           Rural             76.42 25.3          smokes      0
## 6852           Rural             65.90 29.3    never smoked      0
## 6853           Rural             91.57 23.6    never smoked      0
## 6855           Rural            113.94 29.5 formerly smoked      0
## 6856           Urban             61.39 41.0 formerly smoked      0
## 6857           Urban             94.80 19.1    never smoked      0
## 6858           Urban            185.71 36.4          smokes      0
## 6861           Urban             72.96 31.3          smokes      1
## 6862           Urban            185.05 35.5    never smoked      0
## 6864           Urban            121.15 27.6    never smoked      0
## 6868           Rural             74.07 20.5    never smoked      0
## 6869           Urban             70.61 21.9    never smoked      0
## 6871           Rural             70.39 23.7 formerly smoked      0
## 6874           Rural             96.44 24.6          smokes      0
## 6876           Rural             83.89 45.7 formerly smoked      0
## 6877           Rural             75.57 40.5    never smoked      0
## 6878           Urban            105.09 24.3    never smoked      0
## 6879           Urban             85.32 27.8    never smoked      0
## 6881           Urban             83.95 38.9 formerly smoked      0
## 6882           Urban             82.28 24.0 formerly smoked      1
## 6883           Rural            128.92 21.5    never smoked      0
## 6886           Rural             72.39 29.7          smokes      0
## 6888           Urban             89.92 20.9    never smoked      0
## 6889           Urban             64.43 40.9          smokes      0
## 6890           Rural             91.34 25.6    never smoked      0
## 6892           Urban            233.52 38.0          smokes      0
## 6893           Rural             86.19 37.0 formerly smoked      0
## 6895           Rural             99.86 26.1    never smoked      0
## 6899           Rural             72.18 34.0    never smoked      0
## 6901           Urban             70.52 29.3    never smoked      0
## 6902           Urban             73.27 23.4          smokes      0
## 6903           Rural            125.97 52.6          smokes      0
## 6905           Urban            105.22 31.0    never smoked      1
## 6907           Urban             83.31 22.3    never smoked      0
## 6909           Urban             97.69 19.6 formerly smoked      0
## 6911           Rural            198.27 45.3          smokes      0
## 6912           Rural             86.18 30.3 formerly smoked      0
## 6914           Rural            116.00 24.1          smokes      0
## 6916           Rural             71.28 21.8    never smoked      0
## 6917           Rural             74.78 25.0          smokes      0
## 6918           Urban            236.35 27.7 formerly smoked      0
## 6919           Rural            105.10 41.5    never smoked      0
## 6920           Rural             90.59 26.6 formerly smoked      0
## 6921           Rural            102.84 36.9    never smoked      0
## 6922           Rural            225.08 30.3    never smoked      0
## 6923           Urban             77.12 21.7    never smoked      0
## 6924           Urban            207.58 39.3    never smoked      0
## 6927           Urban             89.70 31.5    never smoked      0
## 6928           Rural             67.92 24.2 formerly smoked      0
## 6930           Urban             89.65 24.9          smokes      0
## 6931           Rural             94.78 40.1    never smoked      0
## 6935           Urban             99.53 22.6    never smoked      0
## 6938           Urban             98.95 26.9 formerly smoked      0
## 6939           Urban             97.50 39.4    never smoked      0
## 6941           Urban             79.78 24.8    never smoked      0
## 6943           Rural            180.38 38.6    never smoked      0
## 6944           Urban             82.98 29.8 formerly smoked      0
## 6946           Rural             88.85 26.5    never smoked      0
## 6948           Rural             75.68 27.7    never smoked      0
## 6949           Urban            137.65 27.0 formerly smoked      0
## 6950           Rural            123.79 26.5          smokes      0
## 6951           Urban             70.67 24.4 formerly smoked      0
## 6952           Rural            190.70 23.1    never smoked      0
## 6953           Rural             86.22 31.4 formerly smoked      0
## 6954           Rural             59.86 28.0 formerly smoked      1
## 6955           Rural             59.41 27.1    never smoked      0
## 6956           Rural             95.02 38.2    never smoked      0
## 6957           Urban             86.70 40.5          smokes      0
## 6958           Urban            207.72 47.8          smokes      0
## 6959           Rural            221.04 39.1 formerly smoked      0
## 6960           Rural             73.44 34.9    never smoked      0
## 6961           Urban             64.41 27.9 formerly smoked      0
## 6962           Rural             60.71 32.2 formerly smoked      0
## 6964           Rural             89.51 39.3 formerly smoked      0
## 6965           Rural             55.08 26.8    never smoked      0
## 6966           Urban             80.03 26.2    never smoked      0
## 6968           Rural             96.29 33.7    never smoked      0
## 6970           Rural             66.79 39.6 formerly smoked      0
## 6971           Rural            231.21 27.7 formerly smoked      0
## 6972           Urban             56.95 31.5    never smoked      0
## 6975           Urban             56.98 32.2          smokes      0
## 6977           Rural            114.95 43.2    never smoked      0
## 6979           Urban             77.28 29.4    never smoked      0
## 6980           Urban             81.52 22.7    never smoked      0
## 6981           Urban            228.59 37.6    never smoked      0
## 6982           Urban             71.24 20.9 formerly smoked      0
## 6984           Rural            100.09 28.2    never smoked      0
## 6985           Urban            130.83 31.6    never smoked      0
## 6987           Urban             66.78 34.7 formerly smoked      0
## 6989           Urban            144.37 29.3    never smoked      0
## 6990           Urban            112.44 35.2    never smoked      0
## 6991           Rural             91.95 29.2    never smoked      0
## 6993           Rural             93.74 33.3 formerly smoked      0
## 6994           Urban            134.52 34.6          smokes      0
## 6996           Rural             77.25 38.5    never smoked      0
## 6998           Rural             76.53 27.1    never smoked      0
## 7000           Rural             91.28 23.8 formerly smoked      0
## 7001           Rural             97.60 35.8    never smoked      0
## 7003           Urban            111.31 23.3    never smoked      0
## 7004           Rural             99.94 39.9          smokes      0
## 7005           Urban             82.93 27.6    never smoked      0
## 7006           Rural             96.56 32.7          smokes      0
## 7007           Urban            198.69 63.8    never smoked      0
## 7008           Urban            106.27 26.2          smokes      0
## 7011           Rural             79.45 26.3    never smoked      0
## 7012           Rural            112.06 27.3    never smoked      0
## 7014           Rural             77.35 28.0 formerly smoked      0
## 7015           Rural            111.66 23.5          smokes      0
## 7016           Rural            101.03 26.6          smokes      0
## 7017           Rural            122.38 17.3 formerly smoked      0
## 7018           Rural            183.43 32.8          smokes      0
## 7019           Urban            104.04 27.7          smokes      0
## 7020           Rural             92.43 26.1    never smoked      0
## 7022           Urban             83.39 20.0 formerly smoked      0
## 7023           Rural             94.23 33.4    never smoked      0
## 7024           Rural             59.54 38.9    never smoked      0
## 7027           Rural            101.48 22.4    never smoked      0
## 7029           Urban             87.65 33.0    never smoked      0
## 7030           Rural            101.88 30.1 formerly smoked      0
## 7032           Rural             82.48 33.2 formerly smoked      0
## 7033           Rural             96.06 37.9 formerly smoked      0
## 7034           Rural             94.55 21.9    never smoked      0
## 7035           Urban             70.51 22.8    never smoked      0
## 7036           Rural             97.80 27.2          smokes      0
## 7037           Urban             79.77 25.6    never smoked      0
## 7038           Urban             87.89 23.3    never smoked      0
## 7039           Urban            116.07 28.6    never smoked      0
## 7040           Urban             65.60 26.1 formerly smoked      0
## 7041           Urban            182.47 35.5    never smoked      0
## 7042           Rural            206.21 40.0 formerly smoked      0
## 7043           Rural            112.33 27.5    never smoked      0
## 7044           Urban             95.68 24.1 formerly smoked      0
## 7046           Urban             78.20 31.3 formerly smoked      0
## 7047           Urban            204.28 66.3          smokes      0
## 7048           Rural            100.08 38.2    never smoked      0
## 7049           Urban             57.30 26.8    never smoked      0
## 7051           Urban            176.46 24.7    never smoked      0
## 7052           Rural             85.75 31.3    never smoked      0
## 7054           Rural             94.60 21.6          smokes      0
## 7055           Urban             69.41 31.6 formerly smoked      0
## 7056           Rural             88.71 21.8    never smoked      0
## 7059           Urban             60.19 62.2    never smoked      0
## 7060           Rural            119.78 22.9    never smoked      0
## 7061           Rural            224.05 26.0 formerly smoked      0
## 7063           Urban             57.31 27.0    never smoked      0
## 7065           Urban             60.42 37.1    never smoked      0
## 7066           Urban             64.89 27.0    never smoked      0
## 7067           Rural            259.63 31.7          smokes      1
## 7069           Rural             99.49 24.4    never smoked      0
## 7070           Urban             83.00 23.0    never smoked      0
## 7072           Urban             90.71 24.2    never smoked      0
## 7074           Rural             57.68 24.5    never smoked      0
## 7075           Urban             84.92 30.5 formerly smoked      0
## 7076           Rural            118.08 53.2    never smoked      0
## 7078           Rural            116.60 25.8    never smoked      0
## 7079           Urban            196.32 38.5    never smoked      0
## 7081           Urban             87.81 29.8    never smoked      0
## 7082           Urban             86.93 29.7    never smoked      0
## 7085           Urban             85.70 24.5    never smoked      0
## 7088           Urban             62.05 25.0 formerly smoked      0
## 7090           Urban             79.84 23.3    never smoked      0
## 7093           Urban            111.76 40.3 formerly smoked      0
## 7095           Urban             96.82 30.9    never smoked      0
## 7096           Urban            178.55 29.4    never smoked      0
## 7097           Rural             79.51 17.8 formerly smoked      0
## 7098           Rural             79.45 37.6    never smoked      0
## 7100           Urban             76.59 28.8    never smoked      0
## 7102           Rural             74.44 25.3    never smoked      0
## 7105           Urban             74.44 24.0 formerly smoked      0
## 7108           Rural             89.69 34.5          smokes      0
## 7109           Rural            249.31 35.8    never smoked      1
## 7111           Urban            101.98 36.5    never smoked      0
## 7112           Rural             93.36 27.8    never smoked      0
## 7114           Urban             77.10 32.3    never smoked      0
## 7115           Urban             89.92 43.1    never smoked      0
## 7116           Rural             91.51 30.4    never smoked      0
## 7117           Urban             95.66 46.7    never smoked      0
## 7118           Urban             79.47 39.8    never smoked      0
## 7121           Rural            153.34 32.0    never smoked      0
## 7122           Rural             63.76 29.6    never smoked      0
## 7123           Urban             84.98 30.1    never smoked      0
## 7124           Urban             65.00 55.5 formerly smoked      0
## 7125           Urban             96.29 46.5 formerly smoked      0
## 7126           Rural            143.39 19.9          smokes      0
## 7127           Rural             82.30 46.8          smokes      0
## 7128           Rural            219.38 34.7 formerly smoked      0
## 7129           Urban             92.45 27.7 formerly smoked      0
## 7130           Rural            118.53 28.0          smokes      0
## 7133           Rural             73.70 27.6 formerly smoked      0
## 7134           Rural             93.06 31.7          smokes      0
## 7135           Rural             83.32 25.5 formerly smoked      0
## 7136           Rural            118.55 21.8 formerly smoked      0
## 7137           Rural             88.59 41.2    never smoked      0
## 7138           Rural             85.36 36.5          smokes      0
## 7139           Rural            108.27 41.5    never smoked      0
## 7140           Rural             87.55 17.8    never smoked      0
## 7141           Rural             63.36 29.0    never smoked      0
## 7149           Urban             87.75 60.1    never smoked      0
## 7150           Urban             87.21 30.3 formerly smoked      0
## 7151           Rural            108.26 22.0    never smoked      0
## 7152           Rural             82.98 26.9    never smoked      0
## 7153           Rural             77.45 29.2    never smoked      0
## 7154           Rural             56.72 32.1          smokes      0
## 7156           Urban            157.91 23.4    never smoked      0
## 7157           Urban            110.72 27.7 formerly smoked      0
## 7159           Rural            114.02 32.5          smokes      0
## 7162           Urban            103.59 27.9    never smoked      0
## 7163           Rural             97.94 37.0 formerly smoked      0
## 7166           Urban            110.24 26.6    never smoked      0
## 7167           Urban             83.67 31.2    never smoked      0
## 7168           Urban            101.38 22.7          smokes      0
## 7170           Rural            203.64 22.1 formerly smoked      0
## 7172           Urban            102.04 34.6    never smoked      0
## 7174           Rural             95.62 26.3    never smoked      0
## 7175           Urban             65.25 42.6          smokes      0
## 7176           Urban             98.55 24.8    never smoked      0
## 7177           Rural            117.36 30.7          smokes      0
## 7181           Urban            109.78 31.3    never smoked      0
## 7182           Urban            234.33 42.5 formerly smoked      0
## 7183           Urban             87.33 35.1    never smoked      0
## 7184           Rural            217.05 23.5    never smoked      0
## 7185           Urban            199.55 27.7 formerly smoked      0
## 7186           Rural            113.12 21.0    never smoked      0
## 7187           Rural             63.34 27.0    never smoked      0
## 7191           Rural             70.48 23.6 formerly smoked      0
## 7192           Urban            121.91 32.6          smokes      0
## 7193           Rural            100.04 42.3    never smoked      0
## 7195           Urban             73.48 25.1    never smoked      0
## 7198           Urban             87.32 20.9    never smoked      0
## 7199           Rural             56.45 28.0    never smoked      0
## 7200           Urban            118.32 27.7          smokes      0
## 7201           Urban             74.28 30.3    never smoked      0
## 7202           Rural             68.64 34.1    never smoked      0
## 7204           Urban             65.99 24.8    never smoked      0
## 7205           Rural             68.34 20.8          smokes      0
## 7206           Rural            222.33 37.4    never smoked      0
## 7207           Rural             80.02 28.6    never smoked      0
## 7208           Rural            213.83 39.3          smokes      0
## 7209           Rural             56.90 27.6    never smoked      0
## 7210           Urban             58.35 26.4 formerly smoked      0
## 7211           Urban            181.60 25.5    never smoked      0
## 7212           Rural             82.79 30.5    never smoked      0
## 7213           Urban            231.79 23.5    never smoked      0
## 7214           Urban            219.68 28.3    never smoked      0
## 7216           Rural             79.84 27.8    never smoked      0
## 7218           Rural             95.56 17.7    never smoked      0
## 7220           Rural             56.40 33.5    never smoked      0
## 7222           Rural             80.84 19.4    never smoked      0
## 7224           Rural             80.46 31.8          smokes      0
## 7226           Urban             87.71 24.9 formerly smoked      0
## 7229           Urban             93.89 25.1    never smoked      0
## 7230           Urban             79.02 23.2 formerly smoked      0
## 7232           Rural             70.61 25.5          smokes      0
## 7233           Rural             84.64 30.4 formerly smoked      0
## 7234           Rural             80.14 21.2    never smoked      0
## 7237           Rural             81.07 24.7    never smoked      0
## 7238           Rural             82.23 36.1 formerly smoked      0
## 7239           Rural             96.64 18.5 formerly smoked      0
## 7240           Urban             93.73 28.1    never smoked      0
## 7241           Urban            196.19 45.3    never smoked      0
## 7242           Urban             95.94 23.0    never smoked      0
## 7243           Rural             67.31 22.5          smokes      0
## 7244           Urban             84.02 36.1    never smoked      0
## 7245           Rural             94.57 29.0    never smoked      0
## 7247           Rural             80.00 27.9 formerly smoked      0
## 7248           Urban             84.22 24.0    never smoked      0
## 7249           Rural            193.01 29.5    never smoked      0
## 7250           Urban            127.11 21.4    never smoked      0
## 7253           Rural             85.33 32.5    never smoked      0
## 7254           Rural            220.10 56.8          smokes      0
## 7255           Urban             78.39 32.5    never smoked      0
## 7256           Rural             66.70 24.3          smokes      0
## 7257           Rural             88.34 27.2    never smoked      0
## 7259           Urban            109.75 20.8          smokes      0
## 7260           Urban             87.63 28.4          smokes      0
## 7261           Urban             80.72 29.3 formerly smoked      0
## 7262           Urban            161.80 30.8    never smoked      0
## 7263           Urban             68.19 19.6    never smoked      0
## 7265           Rural             62.69 32.1    never smoked      0
## 7267           Rural             70.00 23.0 formerly smoked      0
## 7268           Rural             82.61 52.9 formerly smoked      0
## 7269           Urban            250.51 27.7 formerly smoked      0
## 7270           Urban             68.79 32.7          smokes      0
## 7271           Urban             61.05 42.2 formerly smoked      0
## 7273           Rural            102.34 28.8    never smoked      0
## 7274           Urban            193.16 39.8    never smoked      0
## 7275           Rural             79.02 21.2    never smoked      0
## 7276           Urban            126.99 25.7          smokes      0
## 7277           Rural            139.29 26.0    never smoked      0
## 7278           Rural             62.90 25.0    never smoked      0
## 7281           Rural            101.63 25.7    never smoked      0
## 7282           Rural            210.67 30.5    never smoked      0
## 7283           Urban            240.72 34.2    never smoked      0
## 7284           Rural            103.76 22.7    never smoked      0
## 7285           Urban             96.25 35.2    never smoked      0
## 7288           Urban            125.40 21.3          smokes      0
## 7290           Rural            229.53 37.1    never smoked      0
## 7292           Rural             78.90 19.2    never smoked      0
## 7294           Urban            116.30 30.6          smokes      0
## 7295           Rural            116.61 36.8 formerly smoked      0
## 7296           Rural             88.83 27.3    never smoked      0
## 7297           Rural            149.77 21.9    never smoked      0
## 7298           Urban            103.58 21.3    never smoked      0
## 7300           Rural            203.00 38.4          smokes      0
## 7301           Rural             70.54 29.7 formerly smoked      0
## 7303           Rural            199.97 31.5          smokes      0
## 7304           Urban            132.48 32.8          smokes      0
## 7305           Rural            234.21 24.8          smokes      0
## 7306           Urban             74.43 23.4    never smoked      0
## 7307           Urban             78.54 55.4    never smoked      0
## 7308           Urban             97.20 23.7    never smoked      0
## 7309           Rural             69.46 31.8 formerly smoked      0
## 7311           Urban            131.41 28.4    never smoked      1
## 7312           Urban            187.49 24.6    never smoked      0
## 7314           Rural            133.79 36.7    never smoked      0
## 7315           Urban             81.09 27.1          smokes      0
## 7317           Rural            101.90 29.2 formerly smoked      0
## 7318           Urban            120.98 24.5 formerly smoked      0
## 7319           Urban            104.70 23.5    never smoked      0
## 7320           Rural            103.88 40.3    never smoked      0
## 7321           Rural             91.75 26.9    never smoked      0
## 7322           Rural            180.39 25.3    never smoked      0
## 7324           Urban             56.07 24.3    never smoked      0
## 7326           Urban            191.49 34.9    never smoked      0
## 7328           Rural            116.33 28.2    never smoked      0
## 7329           Urban             92.56 29.0 formerly smoked      0
## 7330           Rural             98.34 29.6 formerly smoked      0
## 7331           Urban             83.87 23.5    never smoked      0
## 7332           Urban             73.15 29.4 formerly smoked      0
## 7333           Rural            123.65 37.3 formerly smoked      0
## 7334           Urban             78.03 29.1 formerly smoked      0
## 7337           Rural             94.49 26.3 formerly smoked      0
## 7338           Rural            107.06 25.3          smokes      0
## 7339           Urban             83.03 33.4 formerly smoked      0
## 7340           Rural             78.06 29.2    never smoked      0
## 7341           Rural             87.87 24.2    never smoked      0
## 7342           Rural             90.74 21.4 formerly smoked      0
## 7343           Rural             59.20 27.6 formerly smoked      0
## 7345           Urban             60.46 35.8    never smoked      0
## 7346           Rural             96.18 27.7 formerly smoked      0
## 7347           Urban             98.06 36.9 formerly smoked      0
## 7352           Urban             99.90 23.8    never smoked      0
## 7353           Rural            115.78 28.3    never smoked      0
## 7354           Urban             83.92 35.9 formerly smoked      0
## 7356           Urban             98.78 30.3    never smoked      0
## 7357           Urban            117.17 38.6 formerly smoked      0
## 7359           Rural             97.45 25.7    never smoked      0
## 7362           Rural             82.55 24.3 formerly smoked      0
## 7363           Urban             60.30 21.9    never smoked      0
## 7366           Rural             96.33 29.1          smokes      0
## 7367           Rural             63.00 27.3 formerly smoked      0
## 7368           Rural            107.39 18.3    never smoked      0
## 7370           Rural            142.00 43.3    never smoked      0
## 7371           Urban             88.09 27.1    never smoked      0
## 7374           Rural             90.13 25.3          smokes      0
## 7376           Urban            124.77 25.6 formerly smoked      0
## 7378           Rural            108.30 26.1    never smoked      0
## 7379           Urban             74.50 41.7    never smoked      0
## 7381           Rural             90.94 26.3    never smoked      0
## 7383           Urban             99.07 27.7    never smoked      0
## 7386           Rural            103.74 15.1    never smoked      0
## 7388           Urban            179.45 46.8    never smoked      0
## 7390           Rural             88.58 20.9    never smoked      0
## 7393           Rural             75.33 29.5    never smoked      0
## 7395           Urban             90.13 28.0    never smoked      0
## 7396           Urban             80.54 23.1    never smoked      0
## 7397           Urban             65.22 23.6    never smoked      0
## 7400           Urban            101.65 35.1    never smoked      0
## 7401           Rural             98.01 25.3 formerly smoked      0
## 7402           Urban             71.82 19.1          smokes      0
## 7404           Urban            100.49 31.1    never smoked      0
## 7405           Urban             81.91 27.7 formerly smoked      0
## 7406           Urban             97.36 26.1    never smoked      0
## 7407           Urban            147.64 31.0          smokes      0
## 7410           Rural             73.44 28.9          smokes      0
## 7411           Urban             76.97 26.1          smokes      0
## 7413           Rural            115.61 31.9    never smoked      0
## 7414           Rural             76.14 21.7          smokes      0
## 7416           Rural             89.04 32.9    never smoked      0
## 7423           Urban             76.40 22.4    never smoked      0
## 7426           Rural             95.04 27.1          smokes      0
## 7427           Rural            112.90 25.5 formerly smoked      0
## 7428           Rural            106.77 24.4          smokes      0
## 7429           Rural             83.33 32.6    never smoked      0
## 7431           Urban             91.80 25.1    never smoked      0
## 7432           Urban            224.82 43.0    never smoked      0
## 7433           Urban            209.54 42.2 formerly smoked      0
## 7434           Rural            116.04 29.4    never smoked      0
## 7435           Urban             87.86 30.8    never smoked      0
## 7438           Rural             66.74 35.4    never smoked      0
## 7439           Urban             97.11 23.3          smokes      0
## 7440           Urban             88.70 33.0    never smoked      0
## 7441           Rural            109.19 31.7    never smoked      0
## 7442           Rural             91.95 29.5          smokes      0
## 7445           Urban            114.22 28.0    never smoked      0
## 7446           Rural             91.32 26.3    never smoked      0
## 7447           Urban             62.05 27.3    never smoked      0
## 7448           Urban             91.87 27.2    never smoked      0
## 7449           Rural            194.56 39.0    never smoked      0
## 7451           Urban             70.52 25.5    never smoked      0
## 7452           Urban            198.06 31.5    never smoked      0
## 7453           Urban             66.25 21.0    never smoked      0
## 7455           Rural             76.98 29.1    never smoked      0
## 7456           Urban            128.77 27.8    never smoked      0
## 7458           Rural             69.62 27.7    never smoked      0
## 7460           Rural             61.68 34.8          smokes      0
## 7461           Rural             65.75 32.0    never smoked      0
## 7462           Rural             94.36 39.5    never smoked      0
## 7465           Rural             83.62 29.5          smokes      0
## 7466           Rural             96.97 31.2    never smoked      0
## 7467           Rural             92.55 37.2          smokes      0
## 7470           Rural             65.74 25.4    never smoked      0
## 7472           Rural            104.89 30.6    never smoked      0
## 7473           Rural             84.26 30.5          smokes      0
## 7476           Urban             72.10 29.2    never smoked      0
## 7477           Urban             82.15 25.2 formerly smoked      0
## 7478           Rural             77.03 29.1 formerly smoked      0
## 7479           Urban             77.12 31.2 formerly smoked      0
## 7480           Rural             80.65 22.6    never smoked      0
## 7482           Rural            135.03 24.6          smokes      0
## 7483           Urban             93.13 27.7 formerly smoked      1
## 7484           Rural            124.47 19.7 formerly smoked      0
## 7486           Rural             87.31 22.1    never smoked      0
## 7487           Urban             68.19 28.3    never smoked      0
## 7488           Rural            189.46 23.0    never smoked      0
## 7489           Rural             82.77 30.0    never smoked      0
## 7490           Rural             86.79 31.6 formerly smoked      0
## 7491           Urban            105.95 43.4    never smoked      0
## 7492           Urban            216.26 30.1 formerly smoked      0
## 7493           Urban             58.83 25.2          smokes      0
## 7495           Urban             85.07 18.5    never smoked      0
## 7497           Rural            216.60 41.9          smokes      0
## 7499           Rural             96.87 15.8 formerly smoked      0
## 7500           Urban             82.87 47.9    never smoked      0
## 7502           Urban             59.35 32.2 formerly smoked      0
## 7503           Urban            192.27 38.7          smokes      0
## 7504           Rural             89.24 27.7    never smoked      0
## 7505           Urban             77.90 25.6    never smoked      0
## 7506           Rural             90.32 22.2          smokes      0
## 7507           Urban             73.39 31.5    never smoked      0
## 7509           Urban             84.09 28.3          smokes      0
## 7510           Rural            140.28 20.3    never smoked      0
## 7512           Urban             82.29 25.6          smokes      0
## 7514           Rural            210.24 40.2 formerly smoked      0
## 7517           Urban             64.86 21.1    never smoked      0
## 7518           Rural             87.44 26.1 formerly smoked      0
## 7519           Urban             76.01 31.2    never smoked      0
## 7520           Urban             84.76 24.1    never smoked      0
## 7521           Rural            178.73 37.1 formerly smoked      0
## 7522           Rural             97.94 48.9    never smoked      0
## 7523           Rural             73.78 40.8    never smoked      0
## 7524           Rural             64.21 30.0          smokes      0
## 7525           Urban             81.41 29.3    never smoked      0
## 7526           Rural             64.76 23.6    never smoked      0
## 7528           Urban             93.10 25.0    never smoked      0
## 7529           Urban             66.16 31.1    never smoked      0
## 7530           Rural            106.26 16.5    never smoked      0
## 7531           Urban             85.64 41.7          smokes      0
## 7532           Urban             70.37 26.1          smokes      0
## 7535           Rural             91.00 23.4          smokes      0
## 7538           Urban             65.98 41.6 formerly smoked      0
## 7540           Rural             92.37 39.5    never smoked      0
## 7541           Rural            238.70 35.5    never smoked      0
## 7542           Rural             83.93 27.9 formerly smoked      0
## 7543           Urban            203.72 18.4 formerly smoked      0
## 7544           Urban             87.99 32.3    never smoked      0
## 7545           Urban             82.70 29.9 formerly smoked      0
## 7547           Urban            177.47 30.4    never smoked      0
## 7548           Urban             63.85 25.6          smokes      0
## 7549           Urban             91.17 24.0 formerly smoked      0
## 7550           Urban             85.22 27.3    never smoked      0
## 7551           Urban            127.92 21.8    never smoked      0
## 7552           Urban            241.15 23.9    never smoked      0
## 7553           Urban            109.40 33.0 formerly smoked      0
## 7554           Urban             87.15 38.3 formerly smoked      0
## 7555           Urban             81.82 24.0    never smoked      0
## 7557           Urban            219.00 29.2 formerly smoked      0
## 7558           Rural            256.80 28.1    never smoked      0
## 7559           Rural            104.96 20.8          smokes      0
## 7561           Rural             93.77 21.6          smokes      0
## 7562           Urban             81.28 28.2    never smoked      0
## 7563           Rural            104.38 22.5    never smoked      0
## 7564           Rural             87.40 24.4 formerly smoked      0
## 7565           Rural             82.54 27.4          smokes      0
## 7566           Urban             88.89 34.8    never smoked      0
## 7567           Rural            102.53 26.7    never smoked      0
## 7568           Rural            109.04 37.0    never smoked      0
## 7570           Rural             93.75 27.7          smokes      0
## 7571           Rural            107.37 31.9          smokes      0
## 7573           Rural             96.01 27.7 formerly smoked      0
## 7575           Urban            154.44 24.2    never smoked      0
## 7577           Urban            112.47 27.7 formerly smoked      0
## 7579           Urban             94.47 34.6    never smoked      0
## 7580           Rural             66.54 28.1 formerly smoked      0
## 7581           Urban             72.91 23.5 formerly smoked      0
## 7582           Urban            107.75 20.9          smokes      0
## 7583           Urban            112.75 22.7    never smoked      0
## 7584           Urban            118.46 33.5    never smoked      0
## 7585           Urban             68.18 30.3    never smoked      0
## 7586           Rural             72.31 36.8 formerly smoked      0
## 7587           Rural            192.80 33.0    never smoked      0
## 7588           Rural            106.26 25.4 formerly smoked      0
## 7589           Rural             80.28 28.3    never smoked      0
## 7590           Urban             95.42 29.8    never smoked      0
## 7591           Urban            200.59 29.0 formerly smoked      1
## 7594           Rural            106.35 19.0          smokes      0
## 7596           Rural             97.54 37.0 formerly smoked      0
## 7597           Rural            202.96 24.2          smokes      0
## 7598           Rural            119.87 25.9 formerly smoked      0
## 7599           Rural            134.84 35.4 formerly smoked      0
## 7600           Urban            198.25 31.8 formerly smoked      0
## 7601           Urban            104.73 41.1          smokes      0
## 7602           Rural            170.64 16.1          smokes      0
## 7603           Rural             91.94 35.6    never smoked      0
## 7604           Rural            106.32 34.5 formerly smoked      0
## 7605           Rural             93.95 24.9    never smoked      0
## 7606           Urban            108.28 21.1    never smoked      0
## 7607           Rural            108.10 36.6    never smoked      0
## 7610           Urban            114.54 18.8    never smoked      0
## 7611           Urban            100.93 21.0    never smoked      0
## 7613           Rural             98.85 27.9 formerly smoked      0
## 7615           Urban            115.76 39.4    never smoked      0
## 7617           Urban             74.81 20.4    never smoked      0
## 7618           Urban            105.58 26.9    never smoked      0
## 7620           Rural             98.56 30.7    never smoked      0
## 7622           Rural             86.37 30.9 formerly smoked      0
## 7624           Urban             92.05 41.3    never smoked      0
## 7625           Rural             96.49 25.3    never smoked      0
## 7628           Rural            104.96 44.2          smokes      0
## 7629           Rural             78.79 36.2    never smoked      0
## 7631           Urban            103.24 24.9 formerly smoked      0
## 7635           Rural             62.98 31.0    never smoked      0
## 7636           Rural             99.92 30.4 formerly smoked      0
## 7637           Urban             66.83 19.8    never smoked      0
## 7638           Urban             91.85 30.2          smokes      0
## 7639           Urban            105.43 33.4    never smoked      0
## 7641           Rural            199.85 30.8          smokes      0
## 7642           Urban             89.71 40.4    never smoked      0
## 7643           Rural            125.03 33.5          smokes      0
## 7644           Urban             57.84 23.7    never smoked      0
## 7647           Rural             97.35 31.2 formerly smoked      0
## 7649           Rural            102.40 38.3    never smoked      0
## 7650           Rural            197.50 33.5          smokes      0
## 7653           Rural             69.25 45.2          smokes      0
## 7654           Urban            112.96 22.8          smokes      0
## 7655           Rural             76.32 22.1          smokes      0
## 7656           Rural             74.99 23.5    never smoked      0
## 7657           Rural            213.12 50.3    never smoked      0
## 7658           Rural             93.16 29.4    never smoked      0
## 7660           Rural             94.13 39.2    never smoked      0
## 7661           Rural             57.75 26.0 formerly smoked      0
## 7662           Rural            125.96 25.1 formerly smoked      0
## 7663           Rural             98.00 34.2          smokes      0
## 7665           Urban             57.23 35.9 formerly smoked      0
## 7666           Urban            201.74 27.7          smokes      0
## 7667           Rural             91.22 19.2    never smoked      0
## 7668           Rural             85.16 27.0 formerly smoked      0
## 7670           Urban            117.93 37.0    never smoked      0
## 7671           Rural            190.14 36.5    never smoked      1
## 7672           Urban             95.52 26.4          smokes      0
## 7673           Urban             95.52 22.1    never smoked      0
## 7674           Rural            103.36 34.4    never smoked      0
## 7675           Urban             73.11 22.3          smokes      0
## 7676           Rural            206.75 28.3 formerly smoked      0
## 7678           Rural             99.59 26.5    never smoked      0
## 7679           Rural             71.89 39.8          smokes      0
## 7680           Urban             80.71 36.4 formerly smoked      0
## 7681           Urban            107.05 54.9          smokes      0
## 7683           Urban             56.76 28.7          smokes      0
## 7684           Rural             99.75 33.0 formerly smoked      0
## 7686           Urban             86.57 20.2    never smoked      0
## 7687           Urban             85.15 27.7    never smoked      0
## 7688           Urban            217.32 37.8          smokes      0
## 7691           Urban             88.35 32.9    never smoked      0
## 7693           Rural             71.53 35.6 formerly smoked      0
## 7694           Urban            109.38 34.8          smokes      0
## 7696           Rural             93.98 29.9    never smoked      0
## 7698           Rural            102.23 31.1          smokes      0
## 7703           Urban             88.44 26.5 formerly smoked      0
## 7704           Urban            216.27 41.7    never smoked      0
## 7705           Urban            101.28 29.9    never smoked      0
## 7707           Urban            105.81 25.0          smokes      0
## 7708           Rural            106.66 22.4    never smoked      0
## 7709           Urban             86.08 23.2    never smoked      0
## 7710           Urban            120.16 27.6          smokes      0
## 7711           Urban            130.54 20.1    never smoked      1
## 7712           Rural            103.19 24.9          smokes      0
## 7713           Rural             70.14 37.2 formerly smoked      0
## 7714           Urban            183.41 28.4          smokes      0
## 7715           Rural             97.34 23.1 formerly smoked      0
## 7716           Rural             93.74 34.4          smokes      0
## 7717           Urban             69.82 28.9    never smoked      0
## 7718           Urban             83.60 30.5 formerly smoked      0
## 7719           Rural             74.64 25.7 formerly smoked      0
## 7721           Urban             59.42 46.8    never smoked      0
## 7723           Rural             93.45 36.0          smokes      0
## 7726           Urban             73.90 29.0 formerly smoked      0
## 7727           Rural            192.05 26.5 formerly smoked      0
## 7728           Urban             94.43 32.1 formerly smoked      0
## 7730           Rural            209.54 27.7 formerly smoked      0
## 7731           Urban             78.61 44.8 formerly smoked      0
## 7732           Urban             88.05 26.7    never smoked      0
## 7734           Rural            232.52 31.7    never smoked      0
## 7735           Urban            212.43 28.8 formerly smoked      0
## 7736           Urban             92.95 31.1          smokes      0
## 7738           Urban            218.82 38.5 formerly smoked      0
## 7739           Rural             77.76 29.2          smokes      0
## 7740           Rural            104.96 27.9 formerly smoked      0
## 7741           Urban             94.34 31.5    never smoked      0
## 7742           Urban             82.69 33.7    never smoked      0
## 7744           Rural            150.97 20.7    never smoked      0
## 7745           Rural            108.76 27.4    never smoked      0
## 7746           Rural             90.18 37.5    never smoked      0
## 7747           Rural             87.95 27.9    never smoked      0
## 7749           Urban             86.74 26.0    never smoked      0
## 7750           Urban             55.09 26.2    never smoked      0
## 7751           Urban             82.96 29.5          smokes      0
## 7752           Urban            143.63 40.2          smokes      0
## 7754           Rural             66.64 24.3          smokes      0
## 7756           Rural             77.28 20.1    never smoked      0
## 7758           Urban            109.51 25.4    never smoked      0
## 7759           Rural            170.44 23.6    never smoked      0
## 7760           Urban             57.92 25.2    never smoked      0
## 7761           Urban            108.73 24.2    never smoked      0
## 7763           Urban            159.69 29.5 formerly smoked      0
## 7764           Urban             84.05 40.4          smokes      0
## 7765           Rural             74.30 33.2    never smoked      0
## 7766           Urban            116.24 20.6    never smoked      0
## 7768           Urban            150.61 29.0    never smoked      0
## 7769           Urban             84.07 36.3          smokes      0
## 7771           Urban            245.59 36.0 formerly smoked      0
## 7774           Urban             87.98 35.4 formerly smoked      0
## 7776           Urban            106.42 46.3    never smoked      0
## 7777           Urban             65.36 31.2 formerly smoked      0
## 7778           Urban            106.48 26.3 formerly smoked      0
## 7780           Rural             62.16 40.4    never smoked      0
## 7781           Rural             93.28 24.5    never smoked      0
## 7782           Urban            207.49 21.3    never smoked      0
## 7783           Urban             61.88 56.5    never smoked      0
## 7787           Urban            231.74 24.3 formerly smoked      0
## 7789           Urban            113.64 27.9    never smoked      0
## 7790           Rural            182.99 36.5    never smoked      1
## 7791           Urban            101.41 31.5          smokes      0
## 7792           Rural            116.39 19.7          smokes      0
## 7793           Rural            102.04 27.8    never smoked      0
## 7796           Rural             85.33 20.8    never smoked      0
## 7797           Rural             97.70 27.7    never smoked      0
## 7798           Urban            106.65 27.5 formerly smoked      0
## 7799           Rural            215.73 29.9          smokes      0
## 7800           Urban             74.40 34.0          smokes      0
## 7801           Rural            151.72 37.0 formerly smoked      0
## 7802           Rural             69.99 29.2 formerly smoked      0
## 7803           Rural             83.43 27.1    never smoked      0
## 7804           Urban             77.91 25.4    never smoked      0
## 7807           Urban            110.14 25.7    never smoked      0
## 7810           Rural             75.59 30.1 formerly smoked      0
## 7813           Rural            160.08 38.8    never smoked      0
## 7816           Rural             82.05 30.4 formerly smoked      0
## 7817           Rural            110.03 22.0    never smoked      0
## 7819           Urban            199.49 29.1    never smoked      0
## 7820           Urban             88.47 28.9 formerly smoked      0
## 7822           Rural             87.82 33.6 formerly smoked      0
## 7823           Urban            122.43 27.6 formerly smoked      0
## 7825           Rural             75.09 41.3          smokes      0
## 7826           Urban             63.13 23.3    never smoked      0
## 7827           Rural             62.80 31.3    never smoked      0
## 7828           Urban             73.73 34.1          smokes      0
## 7830           Rural            107.12 25.0    never smoked      0
## 7832           Urban             91.01 34.6 formerly smoked      0
## 7833           Rural             75.25 30.2          smokes      0
## 7834           Urban             84.00 25.3    never smoked      0
## 7836           Urban             56.52 42.4          smokes      0
## 7838           Urban            180.60 39.7 formerly smoked      0
## 7842           Rural             89.92 34.9          smokes      0
## 7843           Urban            207.12 28.7    never smoked      0
## 7846           Urban             83.72 21.1 formerly smoked      0
## 7847           Urban            115.25 30.1          smokes      0
## 7848           Urban             59.74 27.7          smokes      0
## 7852           Rural            240.99 36.1 formerly smoked      0
## 7853           Rural             69.89 33.0    never smoked      0
## 7855           Urban            200.02 33.7    never smoked      0
## 7856           Rural             95.20 47.1    never smoked      0
## 7859           Rural             90.53 22.8          smokes      0
## 7860           Urban             79.18 40.3    never smoked      0
## 7861           Rural             71.94 30.6    never smoked      0
## 7863           Urban             96.36 41.7    never smoked      0
## 7864           Urban             82.40 25.9 formerly smoked      0
## 7866           Urban             83.87 19.5 formerly smoked      0
## 7867           Urban             83.81 27.7          smokes      0
## 7868           Rural             72.41 24.3          smokes      0
## 7869           Rural            204.98 45.1    never smoked      0
## 7871           Urban             85.89 27.1    never smoked      0
## 7872           Rural             90.81 12.7    never smoked      0
## 7873           Rural             82.13 32.5 formerly smoked      0
## 7876           Rural             95.47 23.8    never smoked      0
## 7877           Urban             63.04 21.4    never smoked      0
## 7878           Rural             76.96 28.1 formerly smoked      0
## 7879           Urban             75.37 24.0    never smoked      0
## 7881           Rural             88.38 22.8    never smoked      0
## 7882           Rural            147.45 27.8    never smoked      0
## 7883           Rural            115.03 32.0          smokes      0
## 7884           Rural            143.09 21.8 formerly smoked      0
## 7886           Rural             89.54 34.7    never smoked      0
## 7888           Rural            114.71 39.4 formerly smoked      0
## 7889           Rural            101.45 27.7 formerly smoked      1
## 7890           Rural             55.17 45.7    never smoked      0
## 7891           Rural             69.97 30.9          smokes      0
## 7892           Rural            224.90 24.0    never smoked      0
## 7893           Rural            142.58 27.3    never smoked      0
## 7894           Rural            124.19 23.4    never smoked      0
## 7897           Urban             93.33 31.7    never smoked      0
## 7898           Urban            224.03 35.6 formerly smoked      0
## 7899           Urban             77.15 36.6    never smoked      0
## 7900           Rural            103.11 22.2    never smoked      0
## 7901           Urban            137.57 26.7          smokes      0
## 7902           Urban            116.70 23.9 formerly smoked      0
## 7903           Rural             62.94 25.5    never smoked      0
## 7904           Urban             83.60 35.0          smokes      0
## 7905           Rural             75.97 20.5    never smoked      0
## 7906           Rural            206.09 26.7    never smoked      1
## 7908           Urban             67.34 34.0 formerly smoked      0
## 7909           Urban            215.09 42.3    never smoked      0
## 7910           Rural            215.78 31.2    never smoked      0
## 7912           Rural            201.07 29.2    never smoked      0
## 7913           Rural            146.49 25.5 formerly smoked      0
## 7914           Urban             74.16 30.5    never smoked      0
## 7916           Rural            140.51 40.0          smokes      0
## 7918           Urban             60.23 28.0 formerly smoked      0
## 7919           Rural             81.11 22.2    never smoked      0
## 7920           Rural            198.35 39.2          smokes      0
## 7921           Urban             64.33 19.8    never smoked      0
## 7922           Rural            119.72 29.1    never smoked      0
## 7923           Urban             91.20 18.3          smokes      0
## 7924           Urban             74.59 23.6    never smoked      0
## 7926           Rural             83.51 21.9    never smoked      0
## 7927           Urban             83.76 46.3    never smoked      0
## 7928           Urban             84.81 29.3          smokes      0
## 7930           Rural            127.38 22.8    never smoked      0
## 7932           Rural             82.73 42.3    never smoked      0
## 7933           Rural            116.51 25.0    never smoked      0
## 7934           Urban             56.85 50.6 formerly smoked      0
## 7936           Rural             65.74 29.2    never smoked      0
## 7937           Rural             84.35 27.7          smokes      0
## 7939           Urban             66.03 28.0          smokes      0
## 7941           Urban             88.21 23.6    never smoked      0
## 7942           Rural             78.32 36.8 formerly smoked      0
## 7943           Rural            123.79 42.0    never smoked      0
## 7945           Urban            104.20 27.7          smokes      0
## 7946           Rural            102.09 28.7          smokes      0
## 7947           Urban            184.26 38.2    never smoked      0
## 7948           Urban            234.44 26.2          smokes      0
## 7949           Urban            108.53 36.1    never smoked      0
## 7950           Rural             85.37 24.8    never smoked      0
## 7952           Rural            103.90 21.9 formerly smoked      0
## 7953           Rural             78.84 24.2 formerly smoked      0
## 7954           Rural             96.10 28.6    never smoked      0
## 7956           Urban            211.99 26.9          smokes      0
## 7957           Urban             93.82 37.2 formerly smoked      0
## 7958           Urban             90.22 40.0    never smoked      0
## 7959           Rural            117.88 33.4 formerly smoked      0
## 7960           Rural            192.86 34.1    never smoked      0
## 7963           Urban            115.87 38.9          smokes      0
## 7964           Urban            141.59 36.1 formerly smoked      0
## 7966           Urban            125.96 28.4 formerly smoked      0
## 7967           Rural             66.42 32.2          smokes      0
## 7968           Rural             80.90 23.0    never smoked      0
## 7969           Urban             95.82 23.4    never smoked      0
## 7972           Urban            231.90 23.3    never smoked      0
## 7973           Urban             84.80 27.9    never smoked      0
## 7974           Urban             57.83 23.1    never smoked      0
## 7975           Urban             69.64 23.3    never smoked      0
## 7977           Urban             72.25 22.3    never smoked      0
## 7979           Urban            215.39 30.4 formerly smoked      0
## 7980           Rural            125.26 28.3          smokes      0
## 7981           Urban             72.90 41.6    never smoked      0
## 7982           Urban             91.97 32.2          smokes      0
## 7983           Urban             78.97 25.7 formerly smoked      0
## 7984           Urban             66.56 31.4 formerly smoked      0
## 7986           Urban            263.32 38.7    never smoked      1
## 7988           Urban             79.94 24.8          smokes      0
## 7992           Rural             71.04 23.2 formerly smoked      0
## 7995           Rural            122.72 23.0 formerly smoked      0
## 7998           Rural            236.73 34.3          smokes      0
## 7999           Rural             96.05 22.0    never smoked      0
## 8000           Urban             77.72 27.0          smokes      0
## 8001           Urban             70.38 23.4 formerly smoked      0
## 8002           Urban             60.89 29.8 formerly smoked      0
## 8004           Rural             91.12 26.1          smokes      0
## 8005           Urban             96.70 28.7    never smoked      0
## 8007           Rural            141.89 30.6    never smoked      0
## 8008           Urban            149.17 30.3 formerly smoked      0
## 8010           Rural            122.39 27.6    never smoked      0
## 8011           Urban             86.76 20.2    never smoked      0
## 8012           Rural            122.85 30.6          smokes      0
## 8014           Rural            141.84 25.1 formerly smoked      0
## 8015           Urban             66.07 42.2    never smoked      0
## 8018           Urban             91.43 49.1    never smoked      0
## 8019           Rural             76.28 32.5    never smoked      0
## 8020           Urban            118.88 20.4    never smoked      0
## 8021           Urban             65.52 32.0    never smoked      0
## 8022           Rural            127.35 35.4          smokes      0
## 8024           Rural            100.45 35.0    never smoked      0
## 8026           Urban            106.72 27.4    never smoked      0
## 8028           Urban             97.86 31.2          smokes      0
## 8029           Rural            104.17 27.4    never smoked      0
## 8030           Rural             98.10 24.2          smokes      0
## 8031           Rural             82.08 24.0    never smoked      0
## 8032           Urban             64.83 23.0    never smoked      0
## 8033           Urban            171.55 27.7 formerly smoked      0
## 8034           Urban             67.76 30.9    never smoked      0
## 8035           Rural             65.40 25.6 formerly smoked      0
## 8036           Urban             84.82 33.7 formerly smoked      0
## 8037           Rural             78.93 34.1    never smoked      0
## 8038           Urban            140.10 29.9 formerly smoked      1
## 8039           Urban             91.36 23.7    never smoked      0
## 8041           Rural             73.51 31.7 formerly smoked      0
## 8042           Urban            110.95 29.3    never smoked      0
## 8043           Rural            152.04 24.4    never smoked      0
## 8044           Urban             60.98 25.4    never smoked      0
## 8045           Rural            112.84 29.5    never smoked      0
## 8046           Urban             61.93 27.8    never smoked      0
## 8048           Urban             88.87 36.8 formerly smoked      0
## 8050           Urban             64.77 27.4 formerly smoked      0
## 8051           Rural            191.32 27.7          smokes      0
## 8052           Rural             84.67 27.5          smokes      0
## 8054           Urban            175.42 31.5    never smoked      0
## 8055           Urban             86.72 33.4 formerly smoked      0
## 8056           Rural             97.36 37.2 formerly smoked      0
## 8057           Rural            100.73 45.0    never smoked      0
## 8058           Urban             90.99 23.3 formerly smoked      0
## 8059           Rural             83.23 32.5          smokes      0
## 8061           Urban             94.35 27.7          smokes      0
## 8062           Rural            120.40 30.8          smokes      0
## 8063           Rural            214.02 27.6    never smoked      0
## 8064           Rural             68.71 30.3    never smoked      0
## 8065           Rural             82.54 22.9    never smoked      0
## 8067           Urban             62.75 31.1 formerly smoked      0
## 8069           Rural             85.63 30.2    never smoked      0
## 8070           Urban            111.82 25.2    never smoked      0
## 8071           Rural             85.44 68.6 formerly smoked      0
## 8072           Rural             87.49 24.1    never smoked      0
## 8074           Urban             86.38 27.6    never smoked      0
## 8076           Urban             87.69 30.0    never smoked      0
## 8077           Rural             65.78 32.1    never smoked      0
## 8078           Urban             76.38 21.9    never smoked      0
## 8079           Urban            104.12 30.2    never smoked      0
## 8081           Urban            126.63 22.1    never smoked      0
## 8082           Rural             80.30 27.7    never smoked      0
## 8084           Rural            240.49 33.3          smokes      0
## 8086           Rural             98.00 28.5          smokes      0
## 8087           Urban             95.36 34.9          smokes      0
## 8089           Rural            100.37 31.5          smokes      0
## 8090           Urban             69.78 31.7          smokes      0
## 8092           Urban             72.26 33.3    never smoked      0
## 8093           Urban             80.21 20.5          smokes      0
## 8094           Urban             67.98 20.8          smokes      0
## 8096           Rural             77.98 25.2          smokes      0
## 8097           Rural            231.92 43.3 formerly smoked      0
## 8098           Urban            108.11 22.9    never smoked      0
## 8099           Rural            203.47 36.7          smokes      0
## 8101           Urban            100.88 32.6    never smoked      0
## 8102           Rural             88.49 29.0    never smoked      0
## 8104           Rural            135.20 24.9 formerly smoked      0
## 8105           Rural             83.27 32.8    never smoked      0
## 8106           Urban             75.57 25.4    never smoked      0
## 8108           Rural            113.17 26.8    never smoked      0
## 8111           Urban            103.92 19.8 formerly smoked      0
## 8112           Rural             68.45 23.2    never smoked      0
## 8113           Rural             68.74 20.7    never smoked      0
## 8114           Urban            104.20 22.2 formerly smoked      0
## 8117           Rural            200.06 28.6 formerly smoked      0
## 8118           Urban            101.93 27.6    never smoked      0
## 8119           Rural            109.27 39.7 formerly smoked      0
## 8120           Rural             79.78 21.9    never smoked      0
## 8121           Rural             95.69 23.2    never smoked      0
## 8122           Rural             90.00 30.2          smokes      0
## 8123           Urban            102.77 23.9    never smoked      0
## 8124           Urban             55.80 28.3    never smoked      0
## 8125           Urban            102.06 24.7    never smoked      0
## 8126           Rural             82.56 40.6    never smoked      0
## 8127           Rural            138.11 31.0 formerly smoked      0
## 8128           Rural            190.60 25.1    never smoked      0
## 8129           Rural             84.03 33.1          smokes      0
## 8131           Rural            134.63 32.1    never smoked      0
## 8133           Urban             98.74 26.1    never smoked      0
## 8134           Rural             68.04 36.0          smokes      0
## 8135           Rural             92.66 43.1 formerly smoked      0
## 8136           Urban            143.79 40.2    never smoked      0
## 8137           Rural            213.15 31.3    never smoked      0
## 8139           Rural             88.20 23.5          smokes      0
## 8141           Urban             93.88 27.6          smokes      0
## 8142           Urban            111.80 27.7    never smoked      0
## 8143           Rural             73.52 36.1    never smoked      0
## 8144           Urban             88.41 22.7 formerly smoked      0
## 8146           Rural             85.65 27.9 formerly smoked      0
## 8151           Rural             70.89 32.5    never smoked      0
## 8152           Rural            161.23 29.2 formerly smoked      0
## 8153           Urban            101.54 24.9    never smoked      0
## 8157           Urban             65.04 22.9    never smoked      0
## 8159           Urban             87.61 24.4    never smoked      0
## 8160           Urban             89.51 39.2    never smoked      0
## 8161           Rural             62.02 29.4    never smoked      0
## 8163           Urban            179.79 40.7    never smoked      0
## 8164           Rural             89.29 27.6    never smoked      0
## 8165           Rural             74.12 21.8    never smoked      0
## 8167           Rural             86.78 22.5    never smoked      0
## 8168           Urban             72.70 30.3    never smoked      0
## 8169           Rural             88.95 27.2 formerly smoked      0
## 8171           Rural            187.33 36.0    never smoked      0
## 8174           Urban             84.38 24.0 formerly smoked      0
## 8175           Urban             91.03 36.1    never smoked      0
## 8178           Urban            192.59 33.5    never smoked      0
## 8180           Urban             69.77 27.7    never smoked      0
## 8181           Rural            130.61 28.1          smokes      0
## 8183           Rural            131.58 22.4    never smoked      0
## 8184           Urban            105.00 20.5    never smoked      0
## 8186           Urban             80.96 17.3    never smoked      0
## 8187           Urban             86.40 32.5          smokes      0
## 8188           Urban            114.71 38.3    never smoked      0
## 8189           Urban             85.29 28.3 formerly smoked      0
## 8190           Urban             94.32 25.7    never smoked      0
## 8192           Rural             83.71 24.6    never smoked      0
## 8193           Urban            237.94 24.9    never smoked      0
## 8196           Rural            160.53 49.8    never smoked      0
## 8198           Rural             58.97 23.9    never smoked      0
## 8199           Rural             75.07 32.1 formerly smoked      0
## 8200           Urban            157.98 42.2    never smoked      0
## 8201           Urban             55.33 30.2 formerly smoked      0
## 8202           Rural             61.06 37.9 formerly smoked      0
## 8203           Urban             70.81 21.5          smokes      0
## 8204           Rural             96.67 29.4 formerly smoked      0
## 8205           Urban            195.58 26.9    never smoked      0
## 8206           Rural             89.33 27.7 formerly smoked      0
## 8207           Rural             59.24 25.1 formerly smoked      0
## 8208           Urban             92.69 32.8 formerly smoked      0
## 8210           Rural             87.46 36.1 formerly smoked      0
## 8211           Urban             90.09 23.9    never smoked      0
## 8215           Urban             83.46 30.7    never smoked      0
## 8218           Rural            176.35 22.3 formerly smoked      0
## 8219           Rural             84.57 34.7 formerly smoked      0
## 8220           Rural            194.37 27.0 formerly smoked      1
## 8221           Urban            190.36 45.6 formerly smoked      0
## 8222           Rural            199.81 28.8 formerly smoked      0
## 8223           Urban             97.57 41.0    never smoked      0
## 8225           Urban             98.38 20.8    never smoked      0
## 8226           Rural            126.39 40.0    never smoked      0
## 8227           Urban            222.75 19.6    never smoked      0
## 8228           Urban             93.86 32.8          smokes      0
## 8230           Rural             76.31 25.3    never smoked      0
## 8231           Rural             61.06 21.0 formerly smoked      0
## 8232           Urban             94.09 21.4    never smoked      0
## 8233           Urban             72.30 22.2    never smoked      0
## 8234           Rural            108.73 25.7    never smoked      0
## 8235           Rural             87.34 34.4    never smoked      0
## 8237           Rural             98.09 20.7    never smoked      0
## 8238           Urban             88.99 23.1    never smoked      0
## 8239           Rural             90.35 32.5 formerly smoked      0
## 8243           Rural            103.15 35.7    never smoked      0
## 8244           Rural            213.08 22.9    never smoked      0
## 8247           Urban             95.24 25.7    never smoked      0
## 8248           Urban             81.41 37.5    never smoked      0
## 8251           Rural             81.07 30.8 formerly smoked      0
## 8252           Urban            109.29 26.5    never smoked      0
## 8253           Urban             81.81 22.1          smokes      0
## 8254           Rural             99.88 20.6    never smoked      0
## 8255           Rural            135.50 26.7    never smoked      0
## 8256           Urban             77.63 27.7          smokes      0
## 8257           Urban             88.92 19.9 formerly smoked      0
## 8259           Urban             80.56 33.2          smokes      0
## 8260           Rural             77.01 28.2    never smoked      0
## 8261           Rural            131.54 24.6 formerly smoked      0
## 8262           Urban             85.94 25.0 formerly smoked      0
## 8263           Rural            117.65 42.3    never smoked      0
## 8264           Urban             78.19 31.0    never smoked      0
## 8267           Rural            114.06 24.8 formerly smoked      0
## 8268           Rural            205.02 34.4    never smoked      0
## 8269           Rural            216.10 42.0    never smoked      0
## 8272           Urban             77.73 28.2 formerly smoked      0
## 8277           Urban            202.73 41.9          smokes      0
## 8279           Urban            104.26 29.7 formerly smoked      0
## 8280           Rural             60.67 17.1 formerly smoked      0
## 8284           Urban             75.22 39.5    never smoked      0
## 8285           Urban            160.46 25.2    never smoked      0
## 8291           Urban            216.55 23.9 formerly smoked      0
## 8292           Rural            117.68 32.9    never smoked      0
## 8293           Urban            108.11 19.3    never smoked      0
## 8294           Rural             81.03 29.7          smokes      0
## 8296           Urban            121.79 27.2    never smoked      0
## 8298           Urban            223.05 39.1    never smoked      0
## 8300           Urban            111.70 27.7 formerly smoked      0
## 8301           Rural             98.54 35.5    never smoked      0
## 8302           Rural             77.69 38.4    never smoked      0
## 8303           Urban            259.77 35.4          smokes      0
## 8305           Rural             73.49 45.4    never smoked      0
## 8306           Rural            109.58 21.8    never smoked      0
## 8307           Urban            105.29 26.8 formerly smoked      0
## 8308           Rural             84.45 22.1    never smoked      0
## 8309           Rural             92.97 21.4    never smoked      0
## 8310           Urban             61.28 33.6    never smoked      0
## 8311           Rural             85.16 34.2    never smoked      0
## 8312           Rural            111.45 22.0          smokes      0
## 8313           Rural             57.04 18.2          smokes      0
## 8314           Urban             72.56 31.8 formerly smoked      0
## 8316           Urban             84.22 31.6          smokes      0
## 8318           Urban             97.80 29.8    never smoked      0
## 8320           Urban             66.04 37.8    never smoked      0
## 8321           Rural             93.39 26.5    never smoked      0
## 8322           Urban            203.51 27.1    never smoked      0
## 8324           Rural            215.13 36.6          smokes      0
## 8326           Urban            124.91 26.8 formerly smoked      0
## 8327           Rural            115.62 40.7          smokes      0
## 8328           Rural             68.82 22.5 formerly smoked      0
## 8329           Urban            100.31 19.8          smokes      0
## 8330           Rural             90.91 23.8    never smoked      0
## 8333           Urban            201.90 33.1    never smoked      0
## 8334           Rural            120.83 31.7          smokes      0
## 8337           Rural             99.98 35.6 formerly smoked      0
## 8338           Urban             97.01 29.3          smokes      0
## 8341           Rural             95.26 40.8 formerly smoked      0
## 8343           Urban             55.15 36.1 formerly smoked      0
## 8344           Urban             73.67 41.4          smokes      0
## 8345           Rural             80.81 17.2          smokes      0
## 8346           Rural             93.49 34.5    never smoked      0
## 8349           Rural             96.12 24.2          smokes      0
## 8350           Rural             81.59 22.7    never smoked      0
## 8351           Rural             95.45 25.5    never smoked      0
## 8353           Urban            195.63 39.9          smokes      0
## 8355           Rural            104.62 22.4    never smoked      0
## 8356           Urban             72.63 53.2    never smoked      0
## 8359           Rural             71.92 20.2          smokes      0
## 8364           Urban            102.75 26.1    never smoked      0
## 8366           Rural             80.66 40.3    never smoked      0
## 8367           Urban            214.57 25.2    never smoked      0
## 8368           Urban             82.02 22.5    never smoked      0
## 8369           Urban            180.41 35.8 formerly smoked      0
## 8370           Rural            106.96 26.8    never smoked      0
## 8371           Urban             99.31 29.7    never smoked      0
## 8372           Urban             75.36 24.0    never smoked      0
## 8373           Rural             99.84 22.6    never smoked      0
## 8375           Urban             83.99 33.2    never smoked      0
## 8376           Rural             62.79 23.4    never smoked      0
## 8377           Rural             85.77 27.7 formerly smoked      0
## 8378           Rural             88.83 31.6          smokes      0
## 8380           Urban            210.99 37.3    never smoked      0
## 8383           Urban             65.37 33.3    never smoked      0
## 8384           Urban             93.10 30.1 formerly smoked      0
## 8385           Rural            216.68 33.9 formerly smoked      0
## 8386           Urban             95.50 32.4          smokes      0
## 8387           Rural            177.48 21.2    never smoked      0
## 8388           Urban            175.12 37.9 formerly smoked      0
## 8389           Rural             79.12 27.9          smokes      0
## 8391           Urban             86.44 63.6    never smoked      0
## 8392           Urban             69.08 30.9    never smoked      0
## 8395           Rural            188.92 29.5 formerly smoked      0
## 8396           Rural            171.33 31.2    never smoked      0
## 8397           Rural            155.85 25.7    never smoked      0
## 8398           Rural             95.65 25.5    never smoked      0
## 8400           Rural             81.59 24.6    never smoked      0
## 8401           Rural            104.84 44.1          smokes      0
## 8402           Urban             84.88 23.9    never smoked      0
## 8403           Rural             60.36 34.2          smokes      0
## 8404           Urban             97.82 28.7    never smoked      0
## 8406           Urban             90.72 26.8    never smoked      0
## 8407           Urban             98.65 32.9    never smoked      0
## 8408           Rural             77.64 32.0    never smoked      0
## 8409           Rural            107.53 24.7    never smoked      0
## 8411           Urban            111.21 24.9          smokes      0
## 8412           Rural             95.00 28.6 formerly smoked      0
## 8413           Rural             93.96 29.3          smokes      0
## 8414           Urban             88.61 18.5    never smoked      0
## 8416           Urban             82.53 20.1 formerly smoked      0
## 8418           Urban             83.58 46.5          smokes      0
## 8419           Urban             63.96 33.0    never smoked      0
## 8420           Rural             84.81 35.5    never smoked      0
## 8421           Urban             90.70 27.7 formerly smoked      0
## 8422           Urban             83.71 26.2    never smoked      0
## 8423           Rural            103.68 25.0    never smoked      1
## 8424           Rural             66.70 24.2    never smoked      0
## 8425           Urban            205.90 38.8    never smoked      0
## 8426           Rural             64.93 26.0    never smoked      0
## 8429           Urban             92.76 32.8    never smoked      0
## 8430           Rural             69.61 30.5          smokes      0
## 8432           Rural             56.81 25.5 formerly smoked      0
## 8433           Urban             76.11 23.0    never smoked      0
## 8434           Urban            227.44 46.6    never smoked      0
## 8436           Urban            103.48 23.8    never smoked      0
## 8438           Rural             86.55 27.7 formerly smoked      0
## 8439           Urban             80.87 23.2    never smoked      0
## 8441           Urban            140.12 35.5    never smoked      0
## 8442           Rural             78.88 27.5          smokes      0
## 8443           Urban             65.53 31.6 formerly smoked      0
## 8444           Urban             75.69 24.0 formerly smoked      0
## 8445           Rural            217.28 56.7          smokes      0
## 8447           Urban             72.59 20.1    never smoked      0
## 8448           Rural             84.11 21.1          smokes      0
## 8449           Rural             87.01 26.8    never smoked      0
## 8451           Rural            112.10 22.5 formerly smoked      0
## 8453           Rural            107.10 18.9          smokes      0
## 8455           Rural             99.99 27.2    never smoked      0
## 8456           Urban             69.20 36.4 formerly smoked      0
## 8457           Rural            100.74 24.3    never smoked      0
## 8458           Urban            146.80 32.4    never smoked      0
## 8460           Rural             77.13 30.0    never smoked      0
## 8461           Rural            108.13 28.5          smokes      0
## 8462           Urban            100.46 29.6    never smoked      0
## 8463           Rural             87.96 23.2    never smoked      0
## 8464           Urban            105.00 27.7          smokes      0
## 8465           Urban             76.78 29.4    never smoked      0
## 8466           Urban             81.85 21.8    never smoked      0
## 8468           Urban            102.67 30.7    never smoked      0
## 8470           Urban             77.78 22.2    never smoked      0
## 8472           Rural             85.06 32.9    never smoked      0
## 8473           Urban            113.03 26.8    never smoked      0
## 8475           Rural             80.08 26.9          smokes      0
## 8476           Urban            176.61 31.9    never smoked      0
## 8477           Rural             73.39 21.9 formerly smoked      0
## 8478           Urban             96.30 34.3          smokes      0
## 8480           Urban             93.10 24.7          smokes      0
## 8482           Rural            109.44 26.4    never smoked      0
## 8483           Rural             65.33 25.2          smokes      0
## 8484           Rural            251.63 29.1 formerly smoked      0
## 8487           Rural            141.58 31.5 formerly smoked      0
## 8488           Urban             70.35 27.2          smokes      0
## 8489           Rural             72.99 27.4          smokes      0
## 8490           Urban             67.94 27.0    never smoked      0
## 8491           Rural            227.15 31.2    never smoked      0
## 8492           Urban            212.22 27.7          smokes      0
## 8494           Rural            144.50 32.9    never smoked      0
## 8495           Urban            100.97 32.3    never smoked      0
## 8496           Urban             84.40 34.9 formerly smoked      0
## 8497           Rural             86.17 29.0    never smoked      0
## 8502           Rural            105.81 35.5          smokes      0
## 8504           Rural             77.44 25.6    never smoked      0
## 8506           Urban             83.62 24.5    never smoked      0
## 8508           Urban             64.76 25.1    never smoked      0
## 8510           Rural             61.55 35.0    never smoked      0
## 8511           Rural             78.10 40.9 formerly smoked      0
## 8512           Rural            109.32 43.8    never smoked      0
## 8513           Rural             83.43 27.7 formerly smoked      0
## 8514           Rural            101.26 23.8    never smoked      0
## 8515           Urban             87.17 34.4    never smoked      0
## 8516           Urban            208.08 31.3          smokes      0
## 8517           Rural            248.12 42.2    never smoked      0
## 8520           Urban             69.19 25.9    never smoked      0
## 8521           Urban            132.94 32.1    never smoked      0
## 8525           Urban            177.37 38.9    never smoked      0
## 8526           Urban            124.67 24.6    never smoked      0
## 8527           Urban            118.11 30.4    never smoked      0
## 8528           Rural            172.93 27.4          smokes      0
## 8529           Rural             69.54 29.5    never smoked      0
## 8531           Urban             82.53 32.8    never smoked      0
## 8534           Rural            102.87 28.0    never smoked      0
## 8536           Rural            124.39 24.6    never smoked      0
## 8539           Urban            190.24 36.7          smokes      0
## 8541           Rural            119.36 24.5    never smoked      0
## 8542           Urban             84.49 20.6    never smoked      0
## 8545           Urban             82.65 30.7    never smoked      0
## 8547           Rural            118.14 21.3    never smoked      0
## 8549           Rural             98.79 25.8          smokes      0
## 8550           Rural            125.63 21.5 formerly smoked      0
## 8552           Urban            211.85 33.0          smokes      0
## 8553           Urban            105.53 31.2    never smoked      0
## 8554           Rural             89.49 33.0    never smoked      0
## 8555           Rural            116.44 23.8          smokes      1
## 8556           Urban             71.38 23.5    never smoked      0
## 8557           Rural             90.15 27.7 formerly smoked      0
## 8560           Rural             96.44 24.6    never smoked      0
## 8562           Rural            114.90 27.7 formerly smoked      0
## 8563           Urban             64.21 22.6          smokes      0
## 8564           Rural             68.08 19.1    never smoked      0
## 8565           Rural             68.96 25.0    never smoked      0
## 8566           Rural             86.79 32.6    never smoked      0
## 8567           Urban            220.10 31.6    never smoked      0
## 8570           Rural            102.07 27.0          smokes      0
## 8571           Urban            154.26 24.9 formerly smoked      0
## 8572           Urban             79.20 32.7          smokes      0
## 8573           Urban             60.00 29.2 formerly smoked      0
## 8574           Urban             59.37 26.2    never smoked      0
## 8575           Rural             84.56 40.7 formerly smoked      0
## 8576           Urban            122.32 22.5    never smoked      0
## 8577           Urban             61.78 30.6    never smoked      0
## 8578           Urban             70.28 21.8    never smoked      1
## 8580           Urban             77.67 26.9    never smoked      0
## 8582           Urban             92.51 20.1    never smoked      0
## 8583           Rural             79.44 22.0    never smoked      0
## 8584           Rural             69.59 33.7          smokes      0
## 8586           Urban            104.24 34.7 formerly smoked      0
## 8588           Urban            133.89 25.6    never smoked      0
## 8591           Rural             58.52 20.2    never smoked      0
## 8593           Rural            225.41 24.0          smokes      0
## 8594           Urban             78.48 29.4    never smoked      0
## 8596           Urban            158.77 31.5    never smoked      0
## 8597           Urban             70.56 31.0          smokes      0
## 8598           Urban             89.72 26.2    never smoked      0
## 8600           Rural            192.84 21.9 formerly smoked      0
## 8601           Urban            205.75 34.3 formerly smoked      0
## 8602           Urban             80.11 31.8          smokes      0
## 8603           Urban             67.35 30.6 formerly smoked      0
## 8604           Urban             84.31 31.0          smokes      0
## 8605           Rural             85.41 34.1          smokes      0
## 8606           Rural            125.65 45.1    never smoked      0
## 8607           Urban            140.12 23.9          smokes      0
## 8608           Rural             78.82 19.8    never smoked      0
## 8609           Urban             75.35 27.7 formerly smoked      0
## 8610           Urban             72.17 36.8    never smoked      1
## 8612           Rural            213.46 32.5          smokes      0
## 8613           Rural             65.36 38.5          smokes      0
## 8614           Rural            128.27 30.7    never smoked      0
## 8615           Urban             60.26 36.3    never smoked      0
## 8616           Rural            103.96 29.8    never smoked      0
## 8617           Rural            174.88 27.3    never smoked      0
## 8618           Rural             60.62 39.3          smokes      0
## 8619           Urban             86.49 25.6    never smoked      0
## 8622           Urban             69.07 40.0 formerly smoked      0
## 8623           Rural            102.92 27.9 formerly smoked      0
## 8624           Rural            129.81 22.6          smokes      0
## 8626           Rural             66.75 30.2    never smoked      0
## 8628           Urban            221.79 30.0    never smoked      1
## 8629           Urban            179.24 27.7 formerly smoked      0
## 8630           Urban            197.06 37.4          smokes      0
## 8631           Urban             55.43 37.6 formerly smoked      0
## 8633           Rural             60.21 24.4          smokes      0
## 8634           Urban            224.09 39.3    never smoked      0
## 8635           Rural             59.33 29.0 formerly smoked      0
## 8636           Urban            124.04 25.9    never smoked      0
## 8637           Rural            112.35 26.5    never smoked      0
## 8639           Rural            106.23 30.6    never smoked      0
## 8640           Rural            236.13 27.5          smokes      0
## 8641           Urban            140.11 35.1 formerly smoked      0
## 8642           Urban             85.86 28.7    never smoked      0
## 8643           Urban             55.23 26.8 formerly smoked      0
## 8644           Urban            186.88 29.5          smokes      0
## 8645           Rural             75.00 45.6 formerly smoked      0
## 8646           Rural            113.13 27.2    never smoked      0
## 8647           Rural             82.00 35.7    never smoked      0
## 8648           Urban            168.17 40.2          smokes      0
## 8649           Rural            107.13 23.4    never smoked      0
## 8652           Rural            101.63 29.1 formerly smoked      0
## 8653           Urban             86.83 35.7    never smoked      0
## 8656           Rural             73.68 24.3    never smoked      0
## 8657           Rural             79.13 28.7    never smoked      0
## 8661           Rural             57.20 39.2          smokes      0
## 8662           Rural             76.05 45.6    never smoked      0
## 8663           Rural            106.24 25.7    never smoked      0
## 8664           Urban            138.16 30.3          smokes      0
## 8665           Urban             66.65 24.0    never smoked      0
## 8666           Rural             86.13 29.4    never smoked      0
## 8668           Urban             87.02 25.7          smokes      0
## 8670           Urban             59.34 37.4    never smoked      0
## 8673           Urban             88.65 30.3          smokes      0
## 8674           Rural            173.03 22.2    never smoked      0
## 8675           Urban             99.87 24.7    never smoked      0
## 8676           Urban             67.53 25.9          smokes      0
## 8677           Urban             63.31 40.0    never smoked      0
## 8678           Rural             81.30 25.4          smokes      0
## 8679           Rural             92.79 31.7    never smoked      0
## 8684           Rural             98.56 30.0          smokes      0
## 8686           Urban             78.10 30.2 formerly smoked      0
## 8687           Rural             79.56 26.6    never smoked      0
## 8688           Rural            195.07 30.6    never smoked      0
## 8691           Rural            213.39 28.1 formerly smoked      0
## 8693           Rural             82.63 31.8 formerly smoked      0
## 8695           Urban             79.61 28.7          smokes      0
## 8697           Rural            118.62 26.2    never smoked      0
## 8698           Rural            169.32 27.7    never smoked      0
## 8699           Urban            151.74 22.1    never smoked      0
## 8700           Rural             88.19 31.8          smokes      0
## 8701           Rural            102.50 33.7 formerly smoked      0
## 8702           Rural            111.00 23.2    never smoked      0
## 8704           Urban            128.31 34.0    never smoked      0
## 8705           Rural             96.90 47.6 formerly smoked      0
## 8706           Urban             83.56 23.0    never smoked      0
## 8708           Urban             74.61 24.1          smokes      0
## 8711           Urban             79.52 27.4          smokes      0
## 8712           Urban            151.16 27.5 formerly smoked      1
## 8715           Rural             75.69 30.7    never smoked      0
## 8718           Urban             73.62 22.3    never smoked      0
## 8721           Urban             59.34 22.3    never smoked      0
## 8722           Urban             95.23 33.1    never smoked      0
## 8723           Urban             92.29 26.5 formerly smoked      0
## 8726           Rural            190.56 37.2 formerly smoked      0
## 8727           Rural            176.98 18.2    never smoked      0
## 8729           Rural            102.79 27.4    never smoked      0
## 8731           Urban             68.43 27.7 formerly smoked      1
## 8733           Rural            110.94 26.1 formerly smoked      0
## 8735           Rural            111.95 23.4          smokes      0
## 8738           Rural             82.82 30.9    never smoked      0
## 8742           Urban             95.10 29.8 formerly smoked      0
## 8744           Urban             90.18 33.2    never smoked      0
## 8745           Urban             68.00 30.5    never smoked      0
## 8748           Urban            104.66 25.1    never smoked      0
## 8750           Rural             91.58 26.7    never smoked      0
## 8751           Rural             95.44 20.6          smokes      0
## 8754           Urban             94.50 30.2    never smoked      0
## 8755           Urban             71.65 28.4    never smoked      0
## 8756           Rural            100.74 42.7    never smoked      0
## 8757           Rural            159.18 26.0    never smoked      0
## 8758           Urban            132.77 31.4    never smoked      0
## 8762           Urban             81.37 37.0 formerly smoked      0
## 8763           Urban            211.11 53.2 formerly smoked      0
## 8764           Urban             56.83 30.9    never smoked      0
## 8765           Rural            236.05 35.5 formerly smoked      0
## 8768           Urban             67.29 24.6    never smoked      1
## 8769           Urban             96.56 21.2          smokes      0
## 8770           Rural             66.75 30.1    never smoked      0
## 8773           Rural            106.19 39.7 formerly smoked      0
## 8774           Urban            201.77 29.7 formerly smoked      0
## 8775           Urban             73.31 18.4    never smoked      0
## 8776           Rural             63.24 34.3 formerly smoked      0
## 8777           Rural             94.01 23.9    never smoked      0
## 8778           Rural             83.68 23.8    never smoked      0
## 8779           Urban            114.55 20.0          smokes      0
## 8780           Urban            206.86 32.1    never smoked      0
## 8781           Rural             94.25 27.7    never smoked      0
## 8782           Rural             84.50 43.7 formerly smoked      0
## 8783           Urban            109.06 27.1 formerly smoked      0
## 8789           Rural             88.96 40.1 formerly smoked      0
## 8790           Rural            212.83 33.0          smokes      0
## 8791           Urban            110.02 33.8    never smoked      0
## 8792           Urban            212.92 27.7          smokes      0
## 8793           Urban             62.95 29.4    never smoked      0
## 8796           Rural             77.66 27.2    never smoked      0
## 8797           Urban             75.44 29.0    never smoked      0
## 8799           Urban            196.70 33.4          smokes      0
## 8800           Urban            212.97 31.3    never smoked      0
## 8802           Rural            240.08 24.8    never smoked      0
## 8803           Rural            114.86 27.5 formerly smoked      0
## 8804           Rural            249.64 37.7 formerly smoked      0
## 8805           Urban             84.06 26.9          smokes      0
## 8807           Rural             83.67 28.5    never smoked      0
## 8809           Urban            226.20 38.8    never smoked      0
## 8811           Rural             76.62 34.0 formerly smoked      0
## 8813           Urban             59.42 41.8    never smoked      0
## 8815           Rural            212.98 28.6    never smoked      0
## 8816           Rural             80.41 29.2 formerly smoked      0
## 8818           Urban             96.60 19.4    never smoked      0
## 8819           Urban             73.27 30.9    never smoked      0
## 8820           Urban            107.30 24.0    never smoked      0
## 8821           Rural             84.72 28.7    never smoked      0
## 8824           Rural             90.07 34.1 formerly smoked      0
## 8825           Rural             74.64 40.9    never smoked      0
## 8827           Urban            113.19 20.7    never smoked      0
## 8829           Rural             90.08 30.1 formerly smoked      0
## 8831           Urban             98.09 50.6          smokes      0
## 8832           Urban             92.65 46.2    never smoked      0
## 8834           Rural             78.66 27.4 formerly smoked      0
## 8835           Rural             67.61 45.5    never smoked      0
## 8836           Rural             67.41 32.9    never smoked      1
## 8837           Urban             90.37 28.5 formerly smoked      0
## 8839           Rural            239.07 26.1    never smoked      1
## 8841           Urban            100.01 26.3          smokes      0
## 8842           Urban             89.88 26.0          smokes      0
## 8846           Rural             95.05 22.9    never smoked      0
## 8849           Urban             79.78 24.5 formerly smoked      0
## 8850           Urban            116.83 41.7    never smoked      0
## 8851           Rural            143.64 28.8 formerly smoked      0
## 8852           Rural             83.73 25.4    never smoked      0
## 8853           Rural            102.11 27.7 formerly smoked      0
## 8855           Urban            190.25 24.1    never smoked      0
## 8858           Rural            234.02 53.2 formerly smoked      0
## 8859           Rural             57.67 25.2    never smoked      0
## 8861           Rural            100.89 30.3          smokes      0
## 8862           Rural             73.96 35.4          smokes      0
## 8863           Rural            228.88 37.4    never smoked      0
## 8864           Urban             77.22 28.3          smokes      0
## 8865           Urban            116.98 36.5    never smoked      0
## 8866           Urban             92.68 31.4    never smoked      0
## 8870           Urban             86.61 27.7 formerly smoked      0
## 8871           Rural            112.87 27.5          smokes      0
## 8873           Rural             80.88 23.1 formerly smoked      0
## 8874           Rural             96.24 26.4          smokes      0
## 8875           Urban            109.68 26.5          smokes      0
## 8876           Urban            223.83 31.9 formerly smoked      1
## 8878           Urban             83.07 38.0 formerly smoked      0
## 8880           Urban             79.57 33.8 formerly smoked      0
## 8881           Urban             94.04 25.4    never smoked      0
## 8882           Rural             71.57 29.6    never smoked      0
## 8883           Urban             61.24 29.0 formerly smoked      0
## 8884           Rural             78.13 40.4    never smoked      0
## 8885           Urban             75.03 30.2    never smoked      0
## 8886           Urban            210.63 36.7          smokes      0
## 8887           Rural             85.84 26.6    never smoked      0
## 8888           Urban             80.31 32.0    never smoked      0
## 8889           Urban            166.03 27.9          smokes      0
## 8891           Rural            225.22 40.7    never smoked      0
## 8894           Rural             60.96 23.8 formerly smoked      0
## 8896           Urban             78.09 22.7    never smoked      0
## 8897           Urban            119.09 25.1 formerly smoked      0
## 8898           Rural             65.72 23.8 formerly smoked      0
## 8899           Urban             58.55 25.2    never smoked      0
## 8900           Urban             81.62 24.6    never smoked      0
## 8901           Urban             76.57 34.1    never smoked      1
## 8902           Urban            215.89 35.5 formerly smoked      0
## 8903           Rural             70.09 25.4    never smoked      0
## 8904           Urban             87.53 21.7    never smoked      0
## 8907           Rural             57.83 28.6    never smoked      0
## 8908           Rural             89.07 19.7    never smoked      0
## 8909           Urban             79.53 41.5    never smoked      0
## 8910           Rural             88.84 27.7 formerly smoked      0
## 8913           Urban            229.64 27.7 formerly smoked      0
## 8914           Rural             74.33 26.3          smokes      0
## 8915           Urban             59.91 23.1          smokes      0
## 8917           Urban             86.34 27.1          smokes      0
## 8918           Rural            158.17 18.3          smokes      0
## 8920           Urban            141.06 35.7          smokes      0
## 8921           Rural             81.20 20.4          smokes      0
## 8923           Rural             92.83 48.5    never smoked      0
## 8924           Rural            102.09 22.3    never smoked      0
## 8925           Urban             99.20 31.6    never smoked      0
## 8927           Rural            104.20 36.1          smokes      0
## 8928           Rural             86.47 24.0    never smoked      0
## 8929           Urban            238.64 25.9    never smoked      0
## 8930           Rural             86.60 35.3          smokes      0
## 8932           Rural             56.36 30.4 formerly smoked      0
## 8933           Urban             83.02 29.1    never smoked      0
## 8934           Rural             83.98 30.1    never smoked      0
## 8935           Rural            114.07 30.7    never smoked      0
## 8937           Rural             95.70 48.6    never smoked      0
## 8938           Rural             75.86 28.9          smokes      0
## 8940           Rural            103.62 21.1    never smoked      0
## 8941           Rural            112.23 23.3    never smoked      0
## 8944           Rural             88.84 32.4    never smoked      0
## 8946           Urban             78.59 22.8          smokes      0
## 8947           Urban             70.05 23.9    never smoked      0
## 8949           Urban            140.10 29.2    never smoked      0
## 8950           Urban             66.33 23.5    never smoked      0
## 8952           Urban             98.93 28.0    never smoked      0
## 8953           Urban             84.27 24.2    never smoked      0
## 8955           Urban             91.59 27.5          smokes      0
## 8956           Rural            156.35 39.8          smokes      0
## 8959           Rural             86.01 33.7    never smoked      0
## 8960           Urban             65.50 29.4          smokes      0
## 8961           Rural            255.05 33.5 formerly smoked      0
## 8962           Urban             72.31 27.5 formerly smoked      0
## 8963           Urban            213.23 57.1    never smoked      0
## 8964           Rural            241.24 30.4 formerly smoked      0
## 8965           Urban            202.49 24.4    never smoked      0
## 8966           Urban            113.42 26.7    never smoked      0
## 8967           Rural             91.95 28.6 formerly smoked      0
## 8969           Rural             79.07 28.5          smokes      0
## 8970           Rural            224.34 26.6 formerly smoked      0
## 8971           Rural            105.82 26.4          smokes      0
## 8972           Urban            100.04 24.0          smokes      0
## 8973           Urban            103.90 27.7    never smoked      0
## 8974           Urban             93.04 24.6 formerly smoked      0
## 8975           Urban            100.80 30.6          smokes      0
## 8976           Rural             95.60 26.5 formerly smoked      0
## 8977           Urban            107.43 32.9    never smoked      0
## 8978           Urban             86.45 25.9 formerly smoked      0
## 8979           Rural            193.71 44.7    never smoked      0
## 8982           Urban             94.37 24.6    never smoked      0
## 8984           Urban             81.74 27.0          smokes      0
## 8986           Rural            120.29 27.6 formerly smoked      0
## 8987           Rural             82.80 25.3    never smoked      0
## 8988           Rural             88.60 26.0          smokes      0
## 8990           Rural             78.17 38.5    never smoked      0
## 8994           Rural            155.30 28.9    never smoked      0
## 8995           Urban            184.86 42.1    never smoked      0
## 8996           Rural            199.98 38.1 formerly smoked      0
## 9001           Rural             79.87 20.6          smokes      0
## 9002           Urban            125.02 30.9 formerly smoked      0
## 9004           Urban             79.76 26.3    never smoked      0
## 9005           Rural             82.61 26.4    never smoked      0
## 9006           Rural            113.90 23.2    never smoked      0
## 9007           Rural            110.66 27.3 formerly smoked      0
## 9008           Urban            193.66 22.3          smokes      0
## 9009           Urban             55.80 24.4          smokes      0
## 9011           Urban            106.12 21.0    never smoked      0
## 9012           Urban             64.69 40.2          smokes      0
## 9013           Rural            129.49 25.0    never smoked      0
## 9014           Rural             73.06 36.0    never smoked      0
## 9015           Rural            102.04 19.3    never smoked      0
## 9016           Rural             93.01 27.1    never smoked      0
## 9017           Urban             78.98 32.8 formerly smoked      0
## 9018           Urban             64.28 30.3    never smoked      0
## 9019           Urban             66.33 26.1    never smoked      0
## 9020           Rural            230.90 24.7    never smoked      0
## 9021           Rural             83.93 30.6    never smoked      0
## 9022           Rural            198.13 42.7 formerly smoked      0
## 9023           Urban             94.21 21.8          smokes      0
## 9024           Rural            234.26 37.7    never smoked      0
## 9025           Rural             90.44 29.0          smokes      0
## 9026           Urban            227.39 24.6          smokes      0
## 9027           Rural             72.18 19.1          smokes      0
## 9030           Rural             77.38 25.6    never smoked      0
## 9033           Urban             89.26 24.4          smokes      0
## 9035           Urban            174.87 45.5    never smoked      0
## 9037           Urban             56.24 19.5    never smoked      0
## 9038           Rural            212.79 40.0    never smoked      0
## 9042           Urban             94.51 24.0    never smoked      0
## 9043           Urban             82.86 28.7          smokes      0
## 9045           Urban             68.33 37.7    never smoked      0
## 9047           Urban             97.17 23.4    never smoked      0
## 9049           Rural            111.49 38.4          smokes      0
## 9050           Rural             90.66 27.7          smokes      0
## 9051           Urban             62.02 22.8    never smoked      0
## 9052           Urban             72.14 26.2          smokes      0
## 9053           Rural            242.61 37.8    never smoked      0
## 9054           Urban             77.55 40.3    never smoked      0
## 9055           Rural             74.07 23.8          smokes      0
## 9057           Urban            238.83 43.5    never smoked      0
## 9059           Urban            134.68 25.3          smokes      0
## 9060           Rural            108.12 26.3 formerly smoked      0
## 9061           Urban            102.25 22.3    never smoked      0
## 9062           Rural             59.10 25.7    never smoked      0
## 9065           Urban            104.08 21.8    never smoked      0
## 9066           Urban             75.37 26.1    never smoked      0
## 9068           Rural            110.71 27.0    never smoked      0
## 9069           Rural            113.28 26.0    never smoked      0
## 9070           Rural             67.84 22.2    never smoked      0
## 9071           Urban             96.52 51.6    never smoked      0
## 9072           Rural             60.28 24.9    never smoked      0
## 9073           Urban             71.68 28.3          smokes      0
## 9074           Urban            153.00 18.3 formerly smoked      0
## 9075           Rural             83.63 41.7    never smoked      0
## 9076           Urban             92.59 46.9 formerly smoked      0
## 9077           Urban             85.43 24.6          smokes      0
## 9078           Urban            102.07 35.4 formerly smoked      0
## 9079           Urban            110.85 24.4 formerly smoked      0
## 9081           Urban            101.42 28.0    never smoked      0
## 9082           Rural            223.96 38.2    never smoked      0
## 9083           Urban            107.45 30.1    never smoked      0
## 9084           Urban            141.68 23.2 formerly smoked      0
## 9085           Rural            100.63 24.2    never smoked      0
## 9087           Urban            109.74 27.7          smokes      0
## 9088           Urban             74.23 24.6          smokes      0
## 9090           Urban            104.11 24.4    never smoked      0
## 9091           Urban             92.52 36.2    never smoked      0
## 9092           Rural             69.80 28.7 formerly smoked      0
## 9093           Rural            103.17 25.7    never smoked      0
## 9095           Rural             87.83 32.1    never smoked      0
## 9099           Rural            101.92 26.6          smokes      0
## 9100           Rural            181.14 26.8    never smoked      0
## 9101           Urban            103.87 22.1    never smoked      0
## 9102           Rural             81.38 21.8    never smoked      0
## 9103           Urban            113.62 26.6 formerly smoked      0
## 9104           Urban             83.01 43.7 formerly smoked      0
## 9105           Rural            138.17 29.0 formerly smoked      0
## 9106           Rural            113.15 24.7 formerly smoked      0
## 9110           Rural             91.25 19.5    never smoked      0
## 9113           Rural            108.11 30.9    never smoked      0
## 9114           Urban             80.42 32.6 formerly smoked      0
## 9115           Rural             96.62 33.4    never smoked      0
## 9116           Rural            104.76 32.7    never smoked      0
## 9117           Urban             99.91 21.8    never smoked      0
## 9119           Urban             72.68 25.2 formerly smoked      0
## 9121           Rural             87.63 25.7          smokes      0
## 9122           Rural            144.49 27.8 formerly smoked      0
## 9124           Urban            119.14 30.8    never smoked      0
## 9125           Rural             86.48 40.8          smokes      0
## 9126           Urban             59.21 21.4    never smoked      0
## 9129           Rural            131.93 34.6          smokes      0
## 9130           Urban            107.33 22.1    never smoked      0
## 9131           Rural            115.48 32.1    never smoked      0
## 9133           Rural             72.53 47.0 formerly smoked      0
## 9134           Urban            105.02 18.3    never smoked      0
## 9135           Rural             89.78 25.4          smokes      0
## 9136           Rural            175.05 27.7 formerly smoked      0
## 9137           Rural             79.68 26.2    never smoked      0
## 9138           Rural             88.71 39.9    never smoked      0
## 9139           Urban            165.44 30.1 formerly smoked      0
## 9140           Urban             63.87 19.6    never smoked      0
## 9141           Rural            246.96 39.5    never smoked      0
## 9142           Rural            185.12 27.5          smokes      0
## 9143           Rural             78.05 25.1    never smoked      0
## 9145           Urban             77.82 27.5          smokes      1
## 9146           Urban            222.33 39.6    never smoked      0
## 9147           Urban            104.16 21.3    never smoked      0
## 9148           Urban             72.59 44.4    never smoked      0
## 9150           Rural             79.93 23.5 formerly smoked      0
## 9151           Rural             59.20 22.8    never smoked      0
## 9153           Rural            207.42 43.8    never smoked      0
## 9155           Rural             71.01 32.3 formerly smoked      0
## 9156           Urban            133.08 35.5          smokes      0
## 9157           Rural            197.11 34.1    never smoked      0
## 9158           Rural             59.23 26.2          smokes      0
## 9159           Urban            222.69 28.9 formerly smoked      0
## 9160           Rural            194.55 45.6    never smoked      0
## 9161           Rural             97.40 29.9    never smoked      0
## 9162           Urban             74.89 26.8 formerly smoked      0
## 9165           Rural            102.05 22.2          smokes      0
## 9166           Rural            128.48 23.0          smokes      0
## 9169           Urban             98.23 21.9          smokes      0
## 9170           Urban             65.56 24.4          smokes      0
## 9173           Urban            140.40 21.4          smokes      0
## 9174           Rural             99.76 23.8    never smoked      0
## 9176           Rural             79.81 44.4 formerly smoked      0
## 9179           Urban             93.44 32.6 formerly smoked      0
## 9181           Urban             90.72 24.8 formerly smoked      0
## 9182           Urban            125.59 29.8    never smoked      0
## 9184           Urban             94.70 24.9    never smoked      0
## 9185           Rural             92.66 24.1    never smoked      0
## 9187           Urban             72.98 22.3 formerly smoked      0
## 9188           Urban             72.28 42.0    never smoked      0
## 9189           Rural             76.31 28.6    never smoked      0
## 9191           Rural            238.10 29.1    never smoked      0
## 9192           Urban             87.36 25.6 formerly smoked      0
## 9196           Urban             88.16 36.6    never smoked      0
## 9198           Urban            132.44 25.5 formerly smoked      0
## 9200           Urban             98.21 25.8    never smoked      0
## 9201           Urban             72.20 21.2 formerly smoked      0
## 9202           Urban             70.35 23.2    never smoked      0
## 9203           Rural             62.83 25.3    never smoked      0
## 9205           Rural            141.35 33.1          smokes      0
## 9206           Urban            152.39 29.2    never smoked      0
## 9208           Urban             77.78 33.5          smokes      0
## 9209           Rural            200.02 35.5    never smoked      0
## 9210           Rural            137.58 33.2          smokes      0
## 9211           Urban            103.77 37.2    never smoked      0
## 9213           Urban            101.06 26.1          smokes      0
## 9214           Rural            117.22 28.4    never smoked      0
## 9215           Rural             73.21 41.8 formerly smoked      0
## 9216           Rural            230.01 32.4 formerly smoked      0
## 9218           Urban            202.83 29.2 formerly smoked      0
## 9219           Rural             66.81 29.6    never smoked      0
## 9220           Urban             95.23 19.3    never smoked      0
## 9221           Rural            123.81 26.6    never smoked      0
## 9222           Rural            114.82 19.3 formerly smoked      0
## 9224           Rural             78.70 30.3 formerly smoked      0
## 9225           Rural             71.41 31.5 formerly smoked      0
## 9226           Rural            218.13 40.3          smokes      0
## 9227           Urban            171.05 37.7    never smoked      0
## 9228           Urban             84.53 51.7 formerly smoked      0
## 9229           Rural            128.67 25.5 formerly smoked      0
## 9231           Urban             91.37 43.1    never smoked      0
## 9232           Urban             74.91 27.6 formerly smoked      0
## 9233           Urban             80.13 29.5          smokes      0
## 9236           Rural            193.23 28.3    never smoked      0
## 9237           Urban             92.19 39.7    never smoked      0
## 9238           Rural             80.55 25.9    never smoked      0
## 9242           Rural             89.13 29.4          smokes      0
## 9243           Rural             74.44 28.2 formerly smoked      0
## 9244           Urban             95.53 27.6 formerly smoked      0
## 9246           Rural             77.58 38.4          smokes      0
## 9252           Rural            115.06 18.8    never smoked      0
## 9253           Urban            208.45 36.3    never smoked      0
## 9255           Urban             94.41 32.7    never smoked      0
## 9258           Rural            125.25 35.6    never smoked      0
## 9259           Urban             77.96 22.1 formerly smoked      0
## 9260           Urban            105.54 33.8    never smoked      0
## 9262           Rural             99.25 29.4          smokes      0
## 9263           Urban             93.32 27.6    never smoked      0
## 9264           Urban             71.70 34.8          smokes      0
## 9265           Rural            140.27 36.9    never smoked      0
## 9266           Rural            102.52 27.7 formerly smoked      0
## 9267           Rural            107.23 27.0          smokes      0
## 9268           Rural            101.55 30.0    never smoked      0
## 9269           Rural            275.12 41.0          smokes      0
## 9270           Rural             93.60 27.9 formerly smoked      0
## 9271           Rural            113.21 20.9 formerly smoked      0
## 9272           Urban            113.48 24.0    never smoked      0
## 9273           Urban             82.35 29.8 formerly smoked      0
## 9274           Urban            102.03 30.9    never smoked      0
## 9275           Rural            105.90 29.9 formerly smoked      0
## 9276           Rural             64.06 26.8    never smoked      0
## 9277           Urban            101.08 21.1    never smoked      0
## 9278           Urban             91.56 28.8          smokes      0
## 9279           Rural             83.74 30.2    never smoked      0
## 9281           Urban            225.94 31.1 formerly smoked      0
## 9282           Urban             83.67 25.3    never smoked      0
## 9283           Rural             74.63 23.8    never smoked      0
## 9284           Rural             88.65 39.0 formerly smoked      0
## 9285           Urban             74.14 27.0    never smoked      0
## 9286           Urban            130.80 23.1    never smoked      0
## 9287           Rural            110.72 28.8    never smoked      0
## 9288           Urban             90.63 44.1 formerly smoked      0
## 9290           Urban             84.69 46.1    never smoked      0
## 9291           Rural            112.62 28.2    never smoked      0
## 9292           Urban             85.86 25.7 formerly smoked      0
## 9293           Urban             77.79 32.9    never smoked      0
## 9295           Rural             55.54 30.0 formerly smoked      0
## 9296           Urban            242.46 27.7          smokes      0
## 9297           Rural             93.73 30.3    never smoked      0
## 9298           Urban            143.83 40.6    never smoked      0
## 9299           Urban             95.50 18.8          smokes      0
## 9301           Rural             57.74 22.2    never smoked      0
## 9302           Rural            108.74 44.8    never smoked      0
## 9305           Urban             71.21 31.4 formerly smoked      0
## 9307           Rural            111.06 29.3    never smoked      0
## 9308           Rural             75.02 38.2    never smoked      0
## 9309           Rural            248.44 46.4    never smoked      0
## 9310           Rural             65.64 28.4    never smoked      0
## 9311           Rural             76.89 21.1    never smoked      0
## 9312           Rural             89.16 42.9    never smoked      0
## 9313           Urban             74.12 32.8    never smoked      0
## 9314           Rural            129.56 35.0    never smoked      0
## 9315           Rural             90.35 31.3          smokes      0
## 9316           Rural            118.38 30.2          smokes      0
## 9317           Rural            249.15 23.8 formerly smoked      0
## 9319           Rural             98.40 23.9    never smoked      0
## 9320           Rural            103.04 25.8 formerly smoked      0
## 9323           Urban            186.66 64.2    never smoked      0
## 9326           Rural             76.93 29.8    never smoked      0
## 9327           Rural             86.12 30.6 formerly smoked      0
## 9329           Urban             79.51 28.9 formerly smoked      0
## 9330           Urban            101.13 38.6    never smoked      0
## 9331           Urban             88.38 43.0          smokes      0
## 9332           Urban            102.16 27.6    never smoked      0
## 9333           Urban            101.66 21.4 formerly smoked      0
## 9335           Rural             57.88 35.3          smokes      0
## 9338           Urban             98.19 17.3    never smoked      0
## 9339           Rural            150.92 52.3          smokes      0
## 9341           Rural             86.48 27.7 formerly smoked      0
## 9342           Urban             70.60 25.4 formerly smoked      0
## 9343           Urban             92.43 24.6 formerly smoked      0
## 9345           Urban            243.16 33.5          smokes      0
## 9346           Rural             79.85 26.5    never smoked      0
## 9347           Rural             84.68 29.9          smokes      0
## 9348           Urban            107.47 45.4    never smoked      0
## 9349           Rural            129.23 21.6    never smoked      0
## 9350           Urban             89.92 33.9          smokes      0
## 9352           Rural             94.70 38.9 formerly smoked      0
## 9353           Urban             60.50 35.6    never smoked      0
## 9354           Rural            124.28 20.2    never smoked      0
## 9355           Rural            101.50 40.5    never smoked      0
## 9356           Rural            207.21 37.4    never smoked      0
## 9358           Urban             89.18 18.1    never smoked      0
## 9359           Urban             95.19 53.4 formerly smoked      0
## 9360           Urban             90.10 35.4 formerly smoked      0
## 9361           Rural             82.93 23.6          smokes      0
## 9362           Rural            108.32 26.6    never smoked      0
## 9363           Rural             83.29 34.0    never smoked      0
## 9366           Urban             88.02 29.1    never smoked      0
## 9370           Urban            182.00 42.5 formerly smoked      0
## 9372           Urban            183.49 36.3    never smoked      0
## 9373           Rural            161.00 20.1          smokes      0
## 9374           Urban             79.57 25.8 formerly smoked      0
## 9375           Rural             74.88 40.1    never smoked      0
## 9377           Urban             79.71 37.4          smokes      0
## 9380           Rural             86.30 29.5    never smoked      0
## 9381           Rural             79.98 25.9          smokes      0
## 9382           Urban             91.41 20.3    never smoked      0
## 9383           Rural             70.14 23.4 formerly smoked      0
## 9385           Rural            141.46 21.6 formerly smoked      0
## 9387           Rural            103.32 34.1 formerly smoked      0
## 9388           Rural            260.83 27.7    never smoked      0
## 9389           Urban            107.01 20.4    never smoked      0
## 9390           Urban             79.04 33.0          smokes      0
## 9392           Rural             98.52 29.4          smokes      0
## 9393           Urban            143.37 27.5 formerly smoked      0
## 9394           Urban            123.27 21.7    never smoked      0
## 9395           Rural             79.55 21.1          smokes      0
## 9396           Rural             65.29 28.0    never smoked      0
## 9397           Urban             98.67 26.5          smokes      0
## 9404           Urban             65.53 25.6 formerly smoked      0
## 9405           Urban             55.08 27.9 formerly smoked      0
## 9406           Rural            120.44 27.7    never smoked      0
## 9408           Rural             94.95 24.4    never smoked      0
## 9410           Rural             86.09 29.7    never smoked      0
## 9412           Rural            120.30 24.0    never smoked      0
## 9413           Rural             56.68 31.6 formerly smoked      0
## 9414           Rural             61.78 34.2    never smoked      0
## 9415           Urban             70.28 28.0 formerly smoked      0
## 9416           Rural             90.16 19.4    never smoked      0
## 9417           Rural             92.98 25.6    never smoked      1
## 9418           Rural             89.22 27.1          smokes      0
## 9419           Urban             74.68 29.3    never smoked      0
## 9420           Rural            109.01 23.2    never smoked      0
## 9421           Rural            201.67 27.7 formerly smoked      0
## 9422           Rural             69.58 35.1    never smoked      0
## 9423           Urban            122.97 26.6          smokes      0
## 9424           Urban            101.08 42.4 formerly smoked      0
## 9429           Urban             84.44 20.3          smokes      0
## 9432           Rural            207.65 22.8 formerly smoked      0
## 9433           Rural             57.74 21.4          smokes      0
## 9437           Rural             86.91 23.8    never smoked      0
## 9438           Urban            128.90 24.3 formerly smoked      0
## 9445           Urban             70.29 23.7    never smoked      0
## 9446           Urban            100.09 34.7    never smoked      0
## 9447           Rural             77.38 26.1    never smoked      0
## 9448           Urban            253.67 36.5          smokes      0
## 9449           Urban             78.66 24.8          smokes      0
## 9451           Rural             68.72 34.0          smokes      0
## 9454           Urban            118.21 23.4    never smoked      0
## 9455           Urban             93.29 27.1    never smoked      0
## 9456           Rural            118.83 18.3          smokes      0
## 9459           Urban            189.58 28.4    never smoked      0
## 9460           Urban             84.86 20.5          smokes      0
## 9462           Rural             79.88 38.3 formerly smoked      0
## 9463           Rural             72.20 32.4 formerly smoked      0
## 9464           Urban            226.41 32.2 formerly smoked      0
## 9466           Urban            114.04 28.8    never smoked      0
## 9467           Urban            219.51 27.7          smokes      0
## 9470           Rural             95.29 32.3          smokes      0
## 9471           Urban             72.44 30.5 formerly smoked      0
## 9472           Urban             76.56 21.9    never smoked      0
## 9473           Rural            180.70 27.1    never smoked      0
## 9474           Urban            102.20 32.7    never smoked      0
## 9476           Urban             96.64 20.5          smokes      0
## 9477           Urban             55.30 35.2    never smoked      0
## 9478           Rural             74.94 17.9    never smoked      0
## 9479           Urban             65.44 31.4 formerly smoked      0
## 9480           Urban             84.96 29.1          smokes      0
## 9481           Urban             95.05 26.8          smokes      0
## 9482           Urban             99.34 34.8    never smoked      0
## 9483           Rural             90.65 29.3    never smoked      0
## 9486           Urban            213.59 27.7    never smoked      0
## 9488           Rural             79.96 34.4    never smoked      0
## 9489           Urban             55.37 25.0 formerly smoked      0
## 9490           Rural             97.98 27.7    never smoked      0
## 9491           Urban            222.54 35.6 formerly smoked      0
## 9493           Rural             84.11 25.3 formerly smoked      0
## 9494           Rural             59.54 27.1 formerly smoked      0
## 9496           Urban            229.07 34.8    never smoked      0
## 9497           Urban            121.46 22.4    never smoked      0
## 9498           Urban            182.50 49.6 formerly smoked      0
## 9501           Rural             86.23 43.2 formerly smoked      0
## 9502           Urban             80.84 32.1          smokes      0
## 9503           Rural            186.37 27.5    never smoked      0
## 9505           Urban             81.42 23.8    never smoked      0
## 9508           Rural            101.84 29.5    never smoked      0
## 9509           Urban             58.19 19.0    never smoked      0
## 9514           Urban            116.45 39.1          smokes      0
## 9515           Urban            120.48 38.8    never smoked      0
## 9517           Urban             78.38 22.4 formerly smoked      0
## 9519           Rural             90.91 26.9    never smoked      0
## 9520           Rural            186.71 28.6 formerly smoked      0
## 9521           Urban             73.22 25.7    never smoked      0
## 9523           Rural            177.09 31.8 formerly smoked      0
## 9524           Rural             83.68 24.3 formerly smoked      0
## 9525           Urban            219.41 37.0 formerly smoked      0
## 9526           Rural            101.55 39.4          smokes      0
## 9527           Rural             58.61 35.1    never smoked      0
## 9528           Rural            107.22 26.0    never smoked      0
## 9529           Urban            104.08 33.2    never smoked      0
## 9530           Urban            207.87 32.4    never smoked      0
## 9531           Rural            200.39 23.8    never smoked      0
## 9532           Urban             63.13 18.7    never smoked      0
## 9533           Rural            222.60 28.7 formerly smoked      0
## 9534           Urban             60.35 24.6          smokes      0
## 9536           Urban             71.10 30.9    never smoked      0
## 9537           Urban             81.81 18.4    never smoked      0
## 9540           Urban            106.54 25.4 formerly smoked      0
## 9541           Rural             92.09 24.5          smokes      0
## 9542           Urban             78.55 29.0    never smoked      0
## 9544           Urban             83.01 20.0    never smoked      0
## 9545           Rural            216.60 39.8          smokes      0
## 9546           Urban            118.74 24.6    never smoked      0
## 9548           Urban             75.24 29.6    never smoked      0
## 9549           Urban            114.26 34.4    never smoked      0
## 9552           Rural             97.28 35.4    never smoked      0
## 9553           Urban            213.47 27.3    never smoked      0
## 9554           Urban             83.42 24.5          smokes      0
## 9555           Rural            103.03 28.2 formerly smoked      0
## 9557           Rural            231.56 36.9    never smoked      1
## 9561           Rural             73.85 23.0    never smoked      0
## 9563           Urban             80.19 24.9    never smoked      0
## 9565           Rural             99.33 27.3    never smoked      0
## 9566           Rural             90.63 32.3    never smoked      0
## 9567           Urban            246.14 41.4 formerly smoked      0
## 9569           Urban            102.02 18.7    never smoked      0
## 9571           Rural             58.51 30.3 formerly smoked      0
## 9572           Rural            102.05 28.3    never smoked      0
## 9574           Rural             64.42 36.9    never smoked      0
## 9575           Urban             91.13 31.6    never smoked      0
## 9576           Rural             55.71 23.6    never smoked      0
## 9579           Rural             78.32 34.8 formerly smoked      0
## 9581           Urban            100.77 31.9 formerly smoked      0
## 9582           Rural             88.73 35.1    never smoked      0
## 9583           Rural             60.92 28.4 formerly smoked      0
## 9584           Urban             85.92 35.7          smokes      0
## 9587           Urban             62.52 30.1 formerly smoked      0
## 9588           Urban             63.52 40.0 formerly smoked      0
## 9590           Rural            113.22 26.9 formerly smoked      0
## 9591           Urban            101.65 31.5    never smoked      0
## 9592           Rural             78.94 23.3    never smoked      0
## 9593           Urban             67.83 29.4          smokes      0
## 9595           Rural            118.17 35.5          smokes      0
## 9596           Urban            202.16 36.1 formerly smoked      0
## 9597           Urban             79.88 20.5    never smoked      0
## 9598           Urban             64.25 21.6    never smoked      0
## 9599           Urban            182.00 27.1 formerly smoked      0
## 9600           Urban             78.28 28.6    never smoked      0
## 9601           Urban             89.97 35.3          smokes      0
## 9602           Rural             89.83 29.8    never smoked      0
## 9603           Rural             61.73 19.4    never smoked      0
## 9605           Urban            113.84 24.2          smokes      0
## 9606           Urban             77.52 31.6    never smoked      0
## 9607           Urban            180.90 27.7 formerly smoked      0
## 9608           Rural             94.33 21.2    never smoked      0
## 9609           Rural             74.69 34.6    never smoked      0
## 9610           Rural             93.02 23.0    never smoked      0
## 9611           Urban             57.91 25.0 formerly smoked      0
## 9612           Urban             66.73 46.7    never smoked      0
## 9613           Urban             88.34 34.9    never smoked      0
## 9614           Rural             65.88 29.5    never smoked      0
## 9615           Rural            102.16 31.4          smokes      1
## 9617           Urban            178.06 34.7    never smoked      0
## 9618           Urban            179.79 28.1          smokes      0
## 9619           Urban            117.58 28.6    never smoked      0
## 9620           Urban            149.23 26.8    never smoked      0
## 9622           Urban             99.46 51.3    never smoked      0
## 9623           Urban            100.31 29.4    never smoked      0
## 9624           Rural            187.03 41.3    never smoked      0
## 9625           Rural             91.61 38.9 formerly smoked      0
## 9626           Urban            221.89 37.3          smokes      1
## 9627           Rural            103.63 40.2    never smoked      0
## 9629           Urban             96.80 30.6          smokes      0
## 9630           Urban             67.65 25.3 formerly smoked      0
## 9631           Urban             74.65 26.5    never smoked      0
## 9632           Rural             65.35 18.7          smokes      0
## 9633           Urban             83.52 29.0    never smoked      0
## 9634           Urban            141.48 19.7 formerly smoked      0
## 9635           Rural             82.99 19.1    never smoked      0
## 9638           Rural             78.40 34.8          smokes      0
## 9639           Rural            147.88 36.3 formerly smoked      0
## 9640           Rural             84.79 48.9    never smoked      0
## 9642           Urban             92.25 27.8    never smoked      0
## 9644           Urban             89.56 26.1    never smoked      0
## 9645           Rural             91.04 25.8 formerly smoked      0
## 9646           Rural             83.06 34.9    never smoked      0
## 9648           Rural             93.69 34.4    never smoked      0
## 9652           Urban             90.35 31.7 formerly smoked      0
## 9655           Urban            122.06 28.8    never smoked      0
## 9656           Urban             99.00 40.3    never smoked      0
## 9657           Rural             62.93 35.0    never smoked      0
## 9658           Urban            109.31 23.5    never smoked      0
## 9659           Urban             83.70 31.2    never smoked      0
## 9660           Urban             61.38 33.4    never smoked      0
## 9661           Urban             99.32 35.0    never smoked      0
## 9662           Urban             57.21 23.6 formerly smoked      0
## 9664           Rural            175.10 31.0    never smoked      0
## 9665           Rural            101.23 31.9 formerly smoked      0
## 9666           Urban            204.78 29.3          smokes      0
## 9668           Rural             81.51 24.2    never smoked      0
## 9669           Rural             77.62 22.4    never smoked      0
## 9670           Rural            108.67 28.8 formerly smoked      0
## 9674           Urban             58.96 33.7    never smoked      0
## 9675           Rural             77.95 24.6          smokes      0
## 9676           Urban            207.61 25.9    never smoked      0
## 9677           Urban             75.00 35.2    never smoked      0
## 9679           Rural             55.14 35.7    never smoked      0
## 9680           Rural            105.99 30.8    never smoked      0
## 9681           Rural             86.24 22.7    never smoked      0
## 9682           Urban            195.82 27.7          smokes      0
## 9684           Urban            195.76 48.8          smokes      0
## 9685           Urban            153.73 35.7    never smoked      0
## 9686           Urban            108.08 32.4    never smoked      0
## 9687           Rural             86.65 24.5          smokes      0
## 9688           Urban             98.28 20.2          smokes      0
## 9689           Urban             62.35 31.4 formerly smoked      0
## 9690           Urban             89.06 32.5    never smoked      0
## 9692           Urban             87.39 20.7    never smoked      0
## 9694           Rural            100.48 26.2 formerly smoked      0
## 9696           Rural             92.37 24.5    never smoked      0
## 9698           Urban             81.31 33.9          smokes      0
## 9699           Rural             89.52 36.5 formerly smoked      0
## 9702           Urban             86.20 37.6    never smoked      0
## 9704           Rural            106.22 35.7 formerly smoked      0
## 9705           Rural             86.48 24.6    never smoked      0
## 9710           Rural             62.06 28.1          smokes      0
## 9711           Urban             93.13 35.6    never smoked      0
## 9712           Urban             57.21 50.1    never smoked      0
## 9714           Rural             72.87 27.5          smokes      0
## 9715           Rural             80.83 34.7    never smoked      0
## 9716           Urban            111.45 20.8    never smoked      0
## 9717           Rural             66.04 18.4          smokes      0
## 9718           Urban             62.19 20.9    never smoked      0
## 9719           Urban             96.09 26.0    never smoked      0
## 9720           Rural             72.48 21.5 formerly smoked      0
## 9721           Urban             77.71 27.2 formerly smoked      0
## 9722           Rural             94.88 19.4    never smoked      0
## 9723           Urban             85.39 24.3    never smoked      0
## 9726           Rural             84.25 45.5    never smoked      0
## 9727           Urban            141.11 30.4          smokes      0
## 9728           Urban             77.46 32.9 formerly smoked      0
## 9729           Rural            170.61 43.5 formerly smoked      0
## 9730           Urban            106.28 32.2          smokes      0
## 9731           Urban             73.33 37.0    never smoked      0
## 9734           Rural            111.70 27.7    never smoked      0
## 9736           Rural            228.24 59.7 formerly smoked      0
## 9737           Rural             99.82 33.9          smokes      0
## 9739           Rural             88.18 24.6 formerly smoked      0
## 9749           Rural            103.74 30.5    never smoked      0
## 9750           Urban            100.36 32.8    never smoked      0
## 9751           Rural             67.66 24.2          smokes      0
## 9752           Urban            195.71 34.1 formerly smoked      1
## 9753           Urban            217.07 30.9    never smoked      0
## 9754           Rural            112.38 41.0          smokes      0
## 9755           Urban            105.07 28.9          smokes      0
## 9756           Rural            196.68 32.3    never smoked      0
## 9757           Rural            131.99 35.0 formerly smoked      0
## 9758           Rural             85.56 21.8    never smoked      0
## 9759           Rural             55.44 27.2    never smoked      0
## 9760           Urban             89.10 31.9    never smoked      0
## 9761           Urban             95.20 23.4          smokes      0
## 9762           Rural            105.55 32.0 formerly smoked      0
## 9764           Rural             78.96 31.0          smokes      0
## 9765           Rural             85.13 33.0    never smoked      0
## 9766           Urban             92.18 29.0    never smoked      0
## 9767           Rural             74.02 25.0    never smoked      1
## 9769           Urban             58.54 38.9          smokes      0
## 9770           Rural             85.99 27.6 formerly smoked      0
## 9772           Urban             60.89 27.7          smokes      0
## 9773           Rural             81.59 30.5    never smoked      0
## 9774           Urban            109.92 21.8    never smoked      0
## 9775           Rural            159.89 32.3    never smoked      0
## 9777           Rural             95.07 33.6          smokes      0
## 9780           Rural            243.81 36.7 formerly smoked      0
## 9781           Rural             63.37 27.2          smokes      0
## 9782           Urban            108.93 19.1 formerly smoked      0
## 9783           Rural            124.11 17.6    never smoked      0
## 9784           Rural             82.80 20.4    never smoked      0
## 9785           Urban            180.30 37.2 formerly smoked      0
## 9786           Urban             64.80 26.1    never smoked      0
## 9787           Rural             72.24 27.7          smokes      0
## 9788           Urban             57.92 27.7 formerly smoked      1
## 9789           Rural             98.85 28.5    never smoked      0
## 9790           Urban             87.89 37.9 formerly smoked      0
## 9791           Urban            122.77 36.8          smokes      0
## 9792           Urban             97.71 22.7    never smoked      0
## 9793           Urban            115.22 25.7    never smoked      0
## 9795           Urban            212.16 30.5          smokes      0
## 9796           Urban            191.86 44.1    never smoked      0
## 9797           Urban             77.50 28.0 formerly smoked      0
## 9800           Rural            103.55 30.7    never smoked      0
## 9801           Urban             93.01 22.5    never smoked      0
## 9802           Rural             60.52 37.4 formerly smoked      0
## 9803           Urban            119.35 21.2    never smoked      0
## 9804           Urban             97.88 38.8    never smoked      0
## 9805           Urban            156.42 51.4    never smoked      0
## 9806           Urban             68.89 39.2 formerly smoked      0
## 9807           Rural             77.13 28.5 formerly smoked      0
## 9808           Urban             85.16 23.0    never smoked      0
## 9810           Urban             78.95 32.6          smokes      0
## 9811           Urban             94.78 30.2          smokes      0
## 9812           Urban            118.34 20.5    never smoked      0
## 9813           Rural             91.01 22.1    never smoked      0
## 9814           Urban             72.65 20.5    never smoked      0
## 9818           Rural             77.08 20.9    never smoked      0
## 9820           Urban            121.97 26.4    never smoked      0
## 9821           Urban             82.77 27.7    never smoked      0
## 9822           Rural             71.88 36.0 formerly smoked      0
## 9823           Rural             84.16 43.2          smokes      0
## 9824           Rural             96.29 51.0    never smoked      0
## 9825           Rural             62.22 34.1    never smoked      0
## 9826           Urban             64.55 32.8    never smoked      0
## 9827           Urban             84.60 25.0    never smoked      0
## 9828           Rural            115.62 22.8    never smoked      0
## 9829           Urban            196.14 34.8          smokes      0
## 9830           Urban            223.52 39.0 formerly smoked      0
## 9831           Urban             89.92 35.1    never smoked      0
## 9833           Rural             55.29 30.8    never smoked      0
## 9834           Urban            206.54 28.5          smokes      0
## 9835           Rural             97.82 30.0          smokes      0
## 9836           Rural             85.02 23.4    never smoked      0
## 9837           Rural             99.98 23.9 formerly smoked      0
## 9838           Urban             72.26 31.1    never smoked      0
## 9839           Rural             84.01 28.2 formerly smoked      0
## 9840           Rural             90.32 28.6 formerly smoked      0
## 9841           Rural             90.90 34.6 formerly smoked      0
## 9843           Urban            124.65 29.7    never smoked      0
## 9844           Rural            118.09 22.8    never smoked      0
## 9850           Urban            183.47 26.5    never smoked      0
## 9851           Urban             90.88 28.5 formerly smoked      0
## 9852           Rural             83.03 41.8          smokes      0
## 9853           Rural             64.44 33.7 formerly smoked      0
## 9855           Urban            144.96 31.2          smokes      0
## 9856           Urban             77.10 27.3    never smoked      0
## 9857           Urban             96.03 42.9 formerly smoked      0
## 9860           Rural             63.46 33.4 formerly smoked      0
## 9861           Urban             67.59 27.5          smokes      0
## 9862           Urban             82.60 30.6    never smoked      0
## 9864           Rural             85.20 26.4          smokes      0
## 9866           Urban            114.45 23.5    never smoked      0
## 9868           Urban            115.87 24.5    never smoked      0
## 9869           Rural             57.87 24.6          smokes      0
## 9870           Rural            135.05 49.5 formerly smoked      0
## 9873           Urban             57.00 21.0    never smoked      0
## 9874           Rural            120.28 29.2    never smoked      0
## 9876           Rural             83.74 27.7    never smoked      0
## 9877           Rural             91.56 28.4 formerly smoked      0
## 9878           Urban            119.46 23.8    never smoked      0
## 9879           Urban             73.71 27.7          smokes      0
## 9881           Rural            231.23 40.5    never smoked      0
## 9882           Urban             64.50 31.0    never smoked      0
## 9883           Urban             77.52 24.9    never smoked      0
## 9884           Urban             81.76 27.7          smokes      1
## 9885           Urban            118.94 22.4 formerly smoked      0
## 9886           Rural             80.85 26.8    never smoked      0
## 9887           Urban             78.63 27.7    never smoked      0
## 9888           Rural            170.98 38.1 formerly smoked      0
## 9889           Urban            142.13 34.5    never smoked      0
## 9891           Rural             58.91 27.2    never smoked      0
## 9892           Rural             97.03 45.9    never smoked      0
## 9893           Rural             90.78 24.6 formerly smoked      0
## 9894           Rural             92.68 31.4          smokes      0
## 9895           Urban            174.06 40.0          smokes      0
## 9896           Rural             90.59 36.4    never smoked      0
## 9898           Urban            107.97 22.1 formerly smoked      0
## 9899           Urban            122.70 29.8          smokes      0
## 9902           Urban            125.02 22.1    never smoked      0
## 9904           Urban             83.15 27.0    never smoked      0
## 9905           Urban            135.42 25.0    never smoked      0
## 9907           Rural             70.03 31.2    never smoked      0
## 9908           Rural             57.40 31.4          smokes      0
## 9909           Urban             78.53 29.6 formerly smoked      0
## 9912           Rural             85.22 27.5    never smoked      0
## 9914           Urban             92.69 39.0 formerly smoked      0
## 9915           Rural             70.96 22.3    never smoked      0
## 9916           Rural             81.31 23.9    never smoked      0
## 9917           Rural             97.46 28.5          smokes      0
## 9920           Urban             72.67 20.4    never smoked      0
## 9921           Rural            107.63 28.6 formerly smoked      0
## 9922           Rural             77.23 25.5          smokes      0
## 9923           Urban            207.90 52.4    never smoked      0
## 9924           Rural             83.67 28.4    never smoked      0
## 9925           Rural             86.14 33.3 formerly smoked      0
## 9926           Rural            111.10 33.2    never smoked      0
## 9928           Rural            124.86 25.5    never smoked      0
## 9929           Urban             86.41 26.8    never smoked      0
## 9935           Rural             78.01 50.0 formerly smoked      0
## 9936           Urban            241.20 27.7 formerly smoked      0
## 9938           Rural             66.40 26.1          smokes      0
## 9940           Rural            230.30 38.5 formerly smoked      0
## 9942           Urban            260.49 29.4    never smoked      0
## 9945           Urban             86.74 29.2 formerly smoked      0
## 9946           Rural            192.54 30.6          smokes      0
## 9947           Rural            196.73 36.5    never smoked      0
## 9948           Rural             60.99 25.8    never smoked      0
## 9949           Urban             85.25 38.9 formerly smoked      0
## 9950           Urban             76.93 32.9 formerly smoked      0
## 9953           Urban             90.73 35.2    never smoked      0
## 9955           Rural            215.86 54.4 formerly smoked      0
## 9956           Rural             82.86 36.1    never smoked      0
## 9957           Urban             58.96 43.5    never smoked      0
## 9958           Urban            105.50 26.0 formerly smoked      0
## 9959           Urban             85.21 22.5 formerly smoked      0
## 9960           Urban             93.89 41.9          smokes      0
## 9961           Rural            218.39 32.2    never smoked      0
## 9963           Rural            147.33 19.9          smokes      0
## 9964           Urban             89.48 26.3          smokes      0
## 9965           Urban            105.26 28.7          smokes      0
## 9967           Urban            119.47 44.5    never smoked      0
## 9968           Urban             99.45 32.0    never smoked      0
## 9969           Rural             66.59 25.5    never smoked      0
## 9970           Rural             89.22 29.3    never smoked      0
## 9973           Urban             85.96 25.9    never smoked      0
## 9978           Rural            104.49 26.4    never smoked      0
## 9980           Urban            220.12 27.7    never smoked      0
## 9982           Rural            101.87 37.4    never smoked      0
## 9983           Rural             84.08 35.6 formerly smoked      0
## 9984           Urban            103.94 24.8 formerly smoked      0
## 9987           Urban            200.66 43.3          smokes      0
## 9988           Rural            137.10 28.9    never smoked      0
## 9989           Urban             84.21 31.3          smokes      0
## 9990           Urban             94.65 29.5          smokes      0
## 9992           Rural             62.18 29.7 formerly smoked      0
## 9993           Urban             87.26 26.7          smokes      0
## 9994           Urban            193.13 41.2    never smoked      0
## 9995           Rural            102.51 25.3    never smoked      0
## 9997           Rural            150.38 33.2    never smoked      0
## 9998           Rural            118.81 27.8    never smoked      0
## 9999           Rural            243.12 43.3 formerly smoked      0
## 10000          Rural             92.83 35.3    never smoked      0
## 10001          Urban            230.62 20.2          smokes      0
## 10002          Urban            203.87 45.7    never smoked      1
## 10003          Urban             86.29 43.7    never smoked      0
## 10004          Urban            108.24 40.1    never smoked      0
## 10005          Rural             74.14 24.2 formerly smoked      0
## 10006          Urban             56.48 22.0    never smoked      0
## 10008          Urban            187.46 29.9    never smoked      0
## 10009          Rural            208.90 33.6 formerly smoked      0
## 10012          Rural            143.24 32.8          smokes      0
## 10014          Urban             90.61 30.9 formerly smoked      0
## 10015          Urban             66.11 29.5    never smoked      0
## 10016          Urban            131.83 45.6          smokes      0
## 10018          Rural             88.12 24.5 formerly smoked      0
## 10020          Rural             70.18 32.5          smokes      0
## 10021          Rural            105.41 22.0    never smoked      0
## 10023          Rural             68.50 33.7    never smoked      0
## 10025          Urban             99.60 26.1          smokes      0
## 10026          Rural             90.73 30.3 formerly smoked      0
## 10031          Rural            116.18 20.4 formerly smoked      0
## 10032          Urban             65.28 26.5    never smoked      0
## 10033          Rural            163.10 27.0    never smoked      0
## 10035          Rural             64.07 32.3          smokes      0
## 10036          Rural             65.17 30.1    never smoked      0
## 10037          Rural            189.71 21.9 formerly smoked      0
## 10038          Rural             99.19 33.5    never smoked      0
## 10039          Urban             89.62 27.1    never smoked      0
## 10040          Rural            221.63 27.5 formerly smoked      0
## 10042          Rural            225.75 28.4 formerly smoked      0
## 10043          Rural             89.06 31.9    never smoked      0
## 10044          Urban             89.81 21.3    never smoked      0
## 10047          Rural             93.79 31.4 formerly smoked      0
## 10048          Urban             85.47 39.7    never smoked      0
## 10049          Urban            219.94 24.3    never smoked      0
## 10050          Rural             84.21 18.1          smokes      0
## 10051          Urban            114.30 29.4    never smoked      0
## 10052          Urban            226.69 29.7 formerly smoked      0
## 10053          Rural            106.50 25.8    never smoked      0
## 10054          Rural             72.28 27.7 formerly smoked      0
## 10055          Rural             99.99 24.5    never smoked      0
## 10056          Rural            102.80 39.0    never smoked      0
## 10057          Rural             85.44 28.6 formerly smoked      0
## 10058          Urban             55.72 15.7    never smoked      0
## 10059          Rural             67.32 29.3    never smoked      0
## 10060          Urban             94.19 30.2          smokes      0
## 10061          Rural            102.22 24.8    never smoked      0
## 10063          Urban            239.63 44.3    never smoked      0
## 10064          Rural             80.81 21.9    never smoked      0
## 10066          Urban             55.22 35.1    never smoked      0
## 10069          Urban             55.10 21.8          smokes      0
## 10070          Urban             82.20 25.8    never smoked      0
## 10071          Rural             66.04 25.5 formerly smoked      0
## 10073          Urban             77.82 45.2          smokes      0
## 10075          Rural             73.84 26.7          smokes      0
## 10076          Urban            183.35 34.8    never smoked      0
## 10077          Urban             89.13 34.2 formerly smoked      1
## 10079          Rural            100.27 20.6    never smoked      0
## 10080          Rural             59.63 30.8    never smoked      0
## 10081          Urban             76.41 25.6    never smoked      0
## 10083          Rural             92.63 32.1    never smoked      0
## 10085          Urban             73.25 26.2    never smoked      0
## 10088          Urban             57.91 27.7          smokes      0
## 10089          Rural            135.19 29.9    never smoked      0
## 10090          Urban             59.09 39.8    never smoked      0
## 10091          Rural             83.00 31.1    never smoked      0
## 10092          Urban             63.48 21.5          smokes      0
## 10093          Urban            102.55 27.7 formerly smoked      0
## 10094          Rural            186.03 28.4 formerly smoked      0
## 10095          Urban            210.58 27.4          smokes      0
## 10096          Rural             72.67 26.0 formerly smoked      0
## 10097          Urban            185.82 37.8 formerly smoked      0
## 10098          Rural            131.34 46.5    never smoked      0
## 10099          Rural            199.50 30.7 formerly smoked      0
## 10101          Rural             88.53 27.5    never smoked      0
## 10103          Urban            111.69 22.9    never smoked      0
## 10104          Urban            246.21 25.2 formerly smoked      0
## 10105          Rural            180.54 28.9    never smoked      0
## 10110          Urban            110.71 38.3    never smoked      0
## 10112          Urban             88.81 35.6    never smoked      0
## 10113          Urban            116.50 24.3    never smoked      0
## 10114          Rural            171.85 29.7 formerly smoked      0
## 10115          Urban             66.25 22.8    never smoked      0
## 10118          Rural            205.34 43.0          smokes      0
## 10122          Urban             62.94 32.9    never smoked      0
## 10123          Urban            239.59 46.6    never smoked      0
## 10124          Rural             75.20 36.2    never smoked      0
## 10125          Rural             94.25 27.7    never smoked      0
## 10127          Rural             81.44 30.7    never smoked      0
## 10129          Rural             91.77 29.1    never smoked      0
## 10131          Rural             98.05 21.6    never smoked      0
## 10132          Urban            152.56 32.4    never smoked      0
## 10133          Rural             83.82 30.3 formerly smoked      0
## 10134          Urban             94.63 29.8    never smoked      0
## 10135          Urban             96.98 36.1          smokes      0
## 10136          Rural             70.57 27.6 formerly smoked      0
## 10138          Rural             89.69 32.0    never smoked      0
## 10139          Rural             88.38 36.7    never smoked      0
## 10140          Rural            103.82 28.0    never smoked      0
## 10141          Urban            101.44 27.3    never smoked      0
## 10142          Rural            197.05 31.6    never smoked      0
## 10144          Urban            133.19 23.6 formerly smoked      1
## 10146          Rural             82.48 38.8          smokes      0
## 10148          Urban             88.17 28.2    never smoked      0
## 10149          Rural             78.89 21.3    never smoked      0
## 10153          Urban            100.30 26.3 formerly smoked      0
## 10154          Urban             86.06 31.2 formerly smoked      0
## 10155          Urban             65.29 45.5          smokes      0
## 10157          Urban            209.69 30.4    never smoked      0
## 10159          Rural             62.65 34.9          smokes      0
## 10160          Urban             73.02 27.1    never smoked      0
## 10162          Urban             97.32 36.9    never smoked      0
## 10163          Urban             89.77 28.0          smokes      0
## 10164          Rural             62.30 26.8 formerly smoked      0
## 10165          Rural             60.32 32.1    never smoked      0
## 10166          Urban            261.02 30.1 formerly smoked      0
## 10167          Urban             82.85 32.4          smokes      0
## 10168          Rural             99.33 27.8          smokes      0
## 10169          Rural             75.02 27.7    never smoked      1
## 10171          Urban             81.28 35.7    never smoked      0
## 10172          Urban            105.57 31.2 formerly smoked      0
## 10173          Urban             97.55 31.0    never smoked      0
## 10174          Rural            103.92 26.2 formerly smoked      0
## 10175          Rural            126.98 63.2 formerly smoked      0
## 10176          Rural             98.61 34.7 formerly smoked      0
## 10178          Rural             94.64 41.1    never smoked      0
## 10179          Urban            104.57 24.7          smokes      0
## 10180          Urban             75.98 28.0 formerly smoked      0
## 10181          Urban            129.25 30.0          smokes      0
## 10182          Urban             96.20 25.3    never smoked      0
## 10183          Urban            118.75 28.3          smokes      0
## 10184          Urban            181.57 43.3 formerly smoked      0
## 10185          Urban            115.86 23.5 formerly smoked      0
## 10186          Rural             87.49 28.1 formerly smoked      0
## 10188          Urban             88.49 25.8    never smoked      0
## 10190          Rural             83.59 33.1          smokes      0
## 10191          Urban             56.92 21.4 formerly smoked      0
## 10192          Rural             88.84 36.9    never smoked      0
## 10194          Rural            110.57 37.0    never smoked      0
## 10195          Urban            100.03 26.7          smokes      0
## 10196          Rural            136.29 32.9 formerly smoked      0
## 10197          Urban            104.17 32.4          smokes      0
## 10199          Rural             72.01 27.2 formerly smoked      0
## 10201          Rural             95.75 33.0 formerly smoked      0
## 10202          Urban             76.82 23.0          smokes      0
## 10203          Urban             57.68 30.4          smokes      0
## 10204          Urban             92.87 29.3 formerly smoked      0
## 10205          Rural            105.69 31.8          smokes      0
## 10207          Urban             73.07 25.3    never smoked      0
## 10208          Urban             87.02 26.9    never smoked      0
## 10209          Urban            101.51 31.2    never smoked      0
## 10210          Rural             85.70 36.1    never smoked      0
## 10211          Urban            133.19 23.4    never smoked      0
## 10213          Urban             70.07 23.7 formerly smoked      0
## 10214          Rural             88.85 33.8 formerly smoked      0
## 10215          Rural             86.11 23.7    never smoked      0
## 10216          Rural             97.06 28.2    never smoked      0
## 10218          Rural             86.70 25.3 formerly smoked      0
## 10219          Urban             69.02 22.5    never smoked      0
## 10220          Rural            167.66 45.3    never smoked      0
## 10221          Rural            107.26 25.5    never smoked      0
## 10222          Rural            175.12 22.5    never smoked      0
## 10223          Urban             63.43 29.8 formerly smoked      0
## 10227          Rural            114.31 24.8    never smoked      0
## 10228          Urban             86.66 29.2    never smoked      0
## 10232          Urban             81.88 30.3          smokes      0
## 10234          Urban             79.42 23.4 formerly smoked      0
## 10236          Urban            197.47 35.0    never smoked      0
## 10238          Urban             74.36 30.9 formerly smoked      0
## 10239          Rural             90.09 46.7 formerly smoked      0
## 10240          Urban             98.02 22.3 formerly smoked      1
## 10242          Urban            100.35 21.2 formerly smoked      0
## 10243          Urban            107.56 38.4    never smoked      0
## 10244          Urban             67.47 29.5    never smoked      0
## 10245          Rural             65.33 28.4          smokes      0
## 10247          Urban            187.13 27.7          smokes      0
## 10249          Urban             99.54 30.7    never smoked      0
## 10250          Rural             81.53 22.2          smokes      0
## 10251          Rural             89.18 24.4    never smoked      0
## 10253          Rural            107.83 25.4          smokes      0
## 10254          Urban             95.48 38.7 formerly smoked      0
## 10255          Rural             69.06 25.0    never smoked      0
## 10256          Rural             80.71 24.9    never smoked      0
## 10258          Rural            223.40 28.7    never smoked      0
## 10259          Urban            112.13 28.3    never smoked      0
## 10260          Rural             91.54 31.4    never smoked      1
## 10261          Urban            106.35 29.8    never smoked      0
## 10262          Urban            100.11 32.8    never smoked      0
## 10265          Rural            189.58 27.1 formerly smoked      0
## 10266          Rural             58.90 20.3          smokes      0
## 10267          Urban            187.25 30.5    never smoked      0
## 10268          Urban            134.82 36.6    never smoked      0
## 10272          Rural            103.67 26.8    never smoked      0
## 10273          Urban             78.23 25.4    never smoked      0
## 10274          Rural             82.56 28.3    never smoked      0
## 10275          Urban             99.98 18.0    never smoked      0
## 10276          Urban             78.36 21.0    never smoked      0
## 10277          Urban            106.95 33.5 formerly smoked      0
## 10278          Urban             94.63 35.8    never smoked      0
## 10279          Rural            180.02 35.7 formerly smoked      0
## 10281          Urban            148.80 20.7    never smoked      0
## 10283          Rural             69.52 25.3 formerly smoked      0
## 10286          Rural             78.06 22.9 formerly smoked      0
## 10287          Rural            214.37 48.4    never smoked      0
## 10288          Urban             80.50 37.6 formerly smoked      0
## 10289          Rural            158.26 23.2    never smoked      0
## 10291          Urban             71.19 20.7    never smoked      0
## 10292          Urban            106.62 30.5          smokes      0
## 10293          Urban            102.35 28.5    never smoked      0
## 10294          Rural            111.98 27.7 formerly smoked      1
## 10295          Urban             90.90 31.6    never smoked      0
## 10296          Urban            109.54 18.8          smokes      0
## 10299          Rural             67.71 32.3          smokes      0
## 10300          Rural             82.89 23.4          smokes      0
## 10302          Rural             60.94 27.7    never smoked      1
## 10303          Urban             70.99 29.4    never smoked      0
## 10308          Urban             93.12 34.4          smokes      0
## 10309          Rural             84.19 32.2 formerly smoked      0
## 10310          Rural            130.77 28.7    never smoked      0
## 10312          Rural             91.06 32.1    never smoked      0
## 10313          Rural            100.67 31.2          smokes      0
## 10314          Urban            104.02 24.4    never smoked      0
## 10315          Rural            115.15 22.6          smokes      0
## 10316          Rural             88.97 19.8    never smoked      0
## 10317          Rural             65.46 24.5          smokes      0
## 10320          Urban             66.15 27.0    never smoked      0
## 10321          Urban             83.06 30.9 formerly smoked      0
## 10324          Urban             95.33 32.3 formerly smoked      0
## 10325          Rural            107.61 32.4    never smoked      0
## 10327          Rural            190.69 40.5    never smoked      0
## 10328          Urban            152.88 30.3    never smoked      0
## 10330          Urban             95.48 24.4          smokes      0
## 10331          Urban            137.16 27.7    never smoked      0
## 10333          Urban             61.64 30.9    never smoked      0
## 10334          Urban             96.86 22.9    never smoked      0
## 10335          Urban             97.43 26.4          smokes      1
## 10336          Urban            103.72 25.8    never smoked      0
## 10337          Rural             87.15 30.1          smokes      0
## 10341          Urban            106.02 26.4 formerly smoked      0
## 10342          Urban            210.45 22.8          smokes      0
## 10343          Rural             91.02 32.9 formerly smoked      1
## 10344          Urban             76.66 23.8          smokes      0
## 10345          Rural             65.26 25.1 formerly smoked      0
## 10346          Urban             84.19 21.1          smokes      0
## 10348          Rural             88.29 33.0 formerly smoked      0
## 10349          Urban             84.53 30.4          smokes      0
## 10350          Urban             85.68 22.1    never smoked      0
## 10351          Urban             77.96 29.0          smokes      0
## 10353          Urban             62.15 31.4 formerly smoked      0
## 10354          Urban             83.79 28.6          smokes      0
## 10355          Rural            111.00 22.7    never smoked      0
## 10356          Rural             58.89 43.4    never smoked      0
## 10358          Rural            115.09 22.8          smokes      0
## 10359          Rural             71.90 29.6    never smoked      0
## 10360          Urban             58.12 29.4    never smoked      0
## 10361          Rural             58.17 45.0    never smoked      0
## 10363          Rural            214.99 43.1    never smoked      0
## 10364          Rural             60.67 27.7 formerly smoked      1
## 10365          Urban             91.01 31.6    never smoked      0
## 10366          Rural             76.66 20.7 formerly smoked      0
## 10367          Rural            118.41 22.6          smokes      0
## 10369          Rural             61.95 43.3    never smoked      0
## 10370          Urban             76.33 37.3    never smoked      0
## 10374          Urban             80.39 22.2    never smoked      0
## 10376          Urban            135.89 28.8          smokes      0
## 10379          Rural            183.41 44.8    never smoked      0
## 10380          Rural             90.67 24.7          smokes      0
## 10381          Urban             94.82 22.9    never smoked      0
## 10383          Urban            192.52 40.0          smokes      0
## 10385          Urban             68.27 29.7    never smoked      0
## 10386          Urban            242.72 27.7          smokes      0
## 10387          Urban            119.30 28.9 formerly smoked      0
## 10388          Rural             55.38 31.0    never smoked      0
## 10389          Urban             77.20 45.4 formerly smoked      0
## 10391          Rural            115.33 29.3    never smoked      0
## 10392          Urban             90.58 33.1    never smoked      0
## 10393          Rural             88.91 22.9 formerly smoked      0
## 10395          Rural            101.28 28.3    never smoked      0
## 10397          Urban            108.16 38.0    never smoked      0
## 10399          Rural             71.35 23.2    never smoked      0
## 10400          Urban            256.43 31.8    never smoked      0
## 10402          Rural            137.91 28.7 formerly smoked      0
## 10403          Urban            200.81 23.6    never smoked      0
## 10405          Rural             90.75 23.5    never smoked      0
## 10406          Urban            141.38 26.4    never smoked      0
## 10408          Urban             97.82 30.0          smokes      0
## 10409          Rural             94.96 26.1 formerly smoked      0
## 10411          Urban            122.24 17.0    never smoked      0
## 10412          Rural             66.67 27.7          smokes      0
## 10413          Urban             91.41 17.7 formerly smoked      0
## 10414          Urban            139.39 21.9    never smoked      0
## 10415          Urban             71.01 32.4          smokes      0
## 10416          Urban             56.05 24.8    never smoked      0
## 10417          Rural             94.98 36.7 formerly smoked      0
## 10419          Rural             78.23 20.9          smokes      0
## 10420          Urban             96.19 28.6 formerly smoked      0
## 10421          Urban             73.64 40.1    never smoked      0
## 10422          Urban            122.27 30.7    never smoked      0
## 10423          Urban            184.57 38.6 formerly smoked      0
## 10424          Rural             98.91 30.8    never smoked      0
## 10425          Urban             89.61 27.8    never smoked      0
## 10427          Urban             81.51 35.3          smokes      0
## 10428          Rural            169.36 46.0          smokes      0
## 10429          Urban            228.57 39.0          smokes      0
## 10430          Rural            236.42 50.2 formerly smoked      0
## 10431          Rural             91.64 22.9    never smoked      0
## 10432          Rural            155.34 19.3    never smoked      0
## 10433          Rural             95.59 20.3 formerly smoked      0
## 10434          Rural            120.77 26.7    never smoked      0
## 10435          Rural             63.39 32.0    never smoked      0
## 10436          Rural            103.77 32.6 formerly smoked      0
## 10437          Urban             81.59 40.0          smokes      0
## 10440          Urban             60.10 23.9    never smoked      0
## 10441          Rural            188.05 23.1 formerly smoked      0
## 10442          Urban             62.15 37.4    never smoked      0
## 10443          Urban             83.61 28.8          smokes      0
## 10444          Urban             84.85 29.1    never smoked      0
## 10449          Rural             73.61 34.3          smokes      0
## 10450          Rural             70.63 35.5    never smoked      0
## 10452          Rural             94.07 19.5          smokes      0
## 10453          Rural             84.33 25.8 formerly smoked      0
## 10454          Rural             87.89 24.0    never smoked      0
## 10455          Rural             80.15 21.4    never smoked      0
## 10456          Rural            119.14 46.0    never smoked      0
## 10457          Rural             85.50 32.1    never smoked      0
## 10459          Rural            145.12 23.7          smokes      0
## 10460          Urban             85.45 27.6 formerly smoked      0
## 10461          Rural             89.21 33.0    never smoked      0
## 10462          Urban            201.71 22.5 formerly smoked      0
## 10463          Rural            209.63 26.4    never smoked      0
## 10464          Urban             83.11 27.0 formerly smoked      0
## 10465          Urban            115.43 27.7 formerly smoked      0
## 10467          Urban            221.92 37.6 formerly smoked      0
## 10468          Urban             55.25 49.7    never smoked      0
## 10469          Urban            106.79 21.5    never smoked      0
## 10470          Urban            188.81 30.9 formerly smoked      0
## 10471          Urban             88.24 23.3 formerly smoked      0
## 10473          Urban             83.03 22.4    never smoked      0
## 10475          Rural            185.49 37.1    never smoked      1
## 10476          Urban             95.99 36.4    never smoked      0
## 10479          Urban            102.56 26.4    never smoked      0
## 10480          Rural             92.68 27.3    never smoked      0
## 10481          Rural             99.87 30.1 formerly smoked      0
## 10482          Rural            146.90 34.3          smokes      0
## 10483          Rural             63.57 50.2 formerly smoked      0
## 10484          Rural             98.36 41.2    never smoked      0
## 10485          Rural            115.87 28.5    never smoked      0
## 10486          Urban            105.05 29.2          smokes      0
## 10487          Rural            109.90 20.3 formerly smoked      0
## 10490          Urban            103.83 32.9    never smoked      0
## 10491          Rural             68.81 32.4    never smoked      0
## 10493          Urban             78.13 30.7    never smoked      0
## 10494          Rural            104.49 21.5    never smoked      0
## 10495          Urban             71.56 22.6    never smoked      0
## 10496          Rural             78.54 25.5    never smoked      0
## 10497          Urban             85.30 30.9    never smoked      0
## 10498          Urban            109.12 41.4    never smoked      0
## 10499          Rural            195.55 29.9    never smoked      0
## 10501          Rural             89.58 24.2    never smoked      0
## 10503          Urban             88.34 27.7 formerly smoked      0
## 10504          Urban             75.28 27.0    never smoked      0
## 10505          Urban             85.15 32.9          smokes      0
## 10507          Rural             77.71 34.3 formerly smoked      0
## 10508          Urban             98.34 30.7    never smoked      0
## 10509          Rural             80.52 20.8    never smoked      0
## 10512          Rural            270.59 38.4    never smoked      0
## 10514          Urban             74.17 27.6    never smoked      0
## 10516          Rural            109.32 33.4    never smoked      0
## 10518          Urban             93.35 27.7          smokes      0
## 10521          Rural            135.03 36.1    never smoked      0
## 10522          Urban            183.24 34.5          smokes      0
## 10523          Rural            181.22 38.2          smokes      0
## 10524          Rural            103.50 22.8    never smoked      0
## 10525          Urban             98.92 21.0    never smoked      0
## 10528          Rural            104.65 34.5    never smoked      0
## 10529          Urban             60.16 23.3    never smoked      0
## 10530          Rural            120.22 28.7          smokes      0
## 10531          Urban            228.25 36.1    never smoked      0
## 10532          Rural             69.09 28.7          smokes      0
## 10536          Rural            130.68 28.2    never smoked      0
## 10537          Urban            111.76 54.5          smokes      0
## 10538          Urban             93.59 20.1    never smoked      0
## 10539          Urban             85.81 20.8 formerly smoked      0
## 10540          Rural             74.71 33.8          smokes      0
## 10542          Rural            101.53 24.8    never smoked      0
## 10543          Urban            204.86 49.0 formerly smoked      0
## 10544          Rural             63.07 23.2 formerly smoked      0
## 10545          Rural            191.14 42.3    never smoked      0
## 10546          Urban             84.66 34.6 formerly smoked      0
## 10548          Rural             65.73 36.7          smokes      0
## 10550          Rural             76.14 25.9    never smoked      0
## 10551          Rural             99.03 18.8    never smoked      0
## 10552          Rural             94.74 34.3    never smoked      0
## 10553          Rural             70.64 25.0    never smoked      0
## 10554          Urban             96.70 33.0    never smoked      0
## 10555          Rural             65.50 24.2    never smoked      0
## 10556          Urban             82.02 35.0    never smoked      0
## 10557          Urban            145.86 34.8    never smoked      0
## 10558          Rural             89.52 23.2    never smoked      0
## 10559          Rural             63.14 34.5 formerly smoked      0
## 10560          Urban            188.56 27.7    never smoked      0
## 10561          Rural            143.78 26.7    never smoked      0
## 10562          Urban             99.00 23.4          smokes      0
## 10563          Urban             65.53 33.3    never smoked      0
## 10564          Rural            106.40 29.7    never smoked      0
## 10565          Urban            115.56 21.3    never smoked      0
## 10566          Urban             85.35 29.5    never smoked      0
## 10567          Urban             75.86 25.3    never smoked      0
## 10569          Urban             82.79 33.7 formerly smoked      0
## 10570          Urban            124.91 53.0    never smoked      0
## 10571          Urban             69.95 28.6          smokes      0
## 10572          Rural            110.12 26.2 formerly smoked      0
## 10573          Rural            120.41 27.7 formerly smoked      0
## 10576          Urban            236.03 27.7          smokes      0
## 10577          Rural            133.46 27.7 formerly smoked      0
## 10578          Urban            188.35 41.7          smokes      0
## 10579          Rural            143.54 22.0 formerly smoked      0
## 10581          Rural             90.78 40.0          smokes      0
## 10582          Urban            215.69 30.2    never smoked      0
## 10585          Rural            192.22 53.3    never smoked      0
## 10586          Urban             63.28 26.7 formerly smoked      0
## 10587          Urban            114.94 46.8    never smoked      0
## 10588          Urban             85.50 33.4 formerly smoked      0
## 10589          Rural             99.13 43.4    never smoked      0
## 10591          Rural            113.44 50.0    never smoked      0
## 10592          Rural            103.77 23.3 formerly smoked      0
## 10593          Rural            199.21 32.9    never smoked      0
## 10594          Rural             76.62 23.2          smokes      0
## 10595          Rural            189.83 53.5 formerly smoked      0
## 10596          Rural             93.06 23.7    never smoked      0
## 10597          Rural             70.76 19.2    never smoked      0
## 10598          Urban             89.90 37.1 formerly smoked      0
## 10600          Rural             78.85 26.1    never smoked      0
## 10601          Urban            105.28 26.7 formerly smoked      0
## 10603          Urban            119.22 26.5    never smoked      0
## 10606          Rural             84.96 27.7    never smoked      0
## 10607          Urban             64.73 29.9    never smoked      0
## 10608          Rural             92.11 26.8    never smoked      0
## 10609          Rural            110.25 36.8    never smoked      0
## 10610          Urban            106.99 21.9    never smoked      0
## 10611          Rural            124.66 21.0 formerly smoked      0
## 10612          Urban             92.61 35.1    never smoked      0
## 10613          Urban             64.01 24.6    never smoked      0
## 10614          Urban            178.70 38.9    never smoked      0
## 10615          Rural             66.58 27.5 formerly smoked      0
## 10616          Urban             76.37 33.7    never smoked      0
## 10618          Rural             77.24 28.2 formerly smoked      0
## 10619          Urban             85.85 27.8 formerly smoked      0
## 10620          Rural             56.27 41.6 formerly smoked      0
## 10621          Urban             85.49 20.9 formerly smoked      0
## 10622          Urban            256.78 28.2    never smoked      0
## 10623          Urban             63.87 29.8    never smoked      0
## 10624          Urban            212.71 27.7          smokes      0
## 10625          Urban             61.48 27.3          smokes      0
## 10627          Urban             87.92 39.0          smokes      0
## 10629          Rural             90.23 29.7    never smoked      0
## 10630          Rural             91.23 21.3 formerly smoked      0
## 10631          Urban             90.22 18.4    never smoked      0
## 10633          Urban            206.37 27.7 formerly smoked      0
## 10634          Urban             60.32 22.6    never smoked      0
## 10637          Urban             94.02 35.6          smokes      0
## 10638          Urban             85.45 29.1    never smoked      0
## 10639          Rural             85.11 38.2    never smoked      0
## 10640          Rural            103.78 39.6 formerly smoked      0
## 10642          Rural            100.96 33.9 formerly smoked      0
## 10643          Urban             69.56 27.7          smokes      0
## 10644          Urban            105.20 23.7    never smoked      0
## 10645          Rural            102.49 24.3          smokes      0
## 10646          Rural            106.89 26.3          smokes      0
## 10647          Urban             79.65 31.5          smokes      0
## 10648          Rural             84.22 36.6          smokes      0
## 10650          Rural             82.17 21.7    never smoked      0
## 10651          Urban             65.80 38.9    never smoked      0
## 10652          Urban            102.37 40.7    never smoked      0
## 10654          Urban            211.72 38.7 formerly smoked      0
## 10655          Urban            126.20 27.6          smokes      0
## 10656          Rural             57.01 41.3          smokes      0
## 10657          Urban            103.47 24.7    never smoked      0
## 10658          Urban             62.57 27.0          smokes      0
## 10660          Rural            121.36 55.2    never smoked      0
## 10661          Rural            209.39 28.7    never smoked      0
## 10663          Urban            185.92 23.8          smokes      0
## 10664          Rural             87.88 31.7          smokes      0
## 10665          Urban            230.40 33.3    never smoked      0
## 10666          Urban             81.72 41.2    never smoked      0
## 10667          Urban             95.29 24.1 formerly smoked      0
## 10668          Urban            105.13 33.2    never smoked      0
## 10669          Rural             85.02 13.0 formerly smoked      0
## 10670          Rural            121.17 40.0          smokes      0
## 10671          Urban             86.67 37.6          smokes      0
## 10672          Rural             90.79 31.6    never smoked      0
## 10673          Rural             87.19 27.4    never smoked      0
## 10674          Urban             73.54 22.0    never smoked      0
## 10675          Rural             79.77 27.7 formerly smoked      0
## 10677          Rural             82.87 22.5 formerly smoked      0
## 10678          Rural             99.09 36.8    never smoked      0
## 10680          Rural            224.77 26.7    never smoked      0
## 10681          Urban             58.26 23.9          smokes      0
## 10682          Urban             76.37 27.4    never smoked      0
## 10683          Rural             95.88 31.5          smokes      0
## 10684          Urban             70.79 41.7    never smoked      0
## 10685          Urban             85.31 27.9 formerly smoked      0
## 10686          Rural             83.16 22.6    never smoked      0
## 10687          Rural            219.62 35.2    never smoked      0
## 10688          Rural             98.23 27.1    never smoked      0
## 10689          Rural            143.23 22.5    never smoked      0
## 10691          Rural            213.31 30.7 formerly smoked      0
## 10694          Rural             95.67 36.7    never smoked      0
## 10695          Rural            115.91 25.6 formerly smoked      0
## 10696          Rural             67.56 29.3 formerly smoked      0
## 10697          Rural             77.99 22.6    never smoked      0
## 10698          Urban             80.38 33.2    never smoked      0
## 10699          Urban             81.49 32.9          smokes      0
## 10700          Rural            115.50 22.3    never smoked      0
## 10701          Urban             76.58 22.1 formerly smoked      0
## 10702          Rural            107.69 23.0          smokes      0
## 10703          Urban            100.77 23.6 formerly smoked      0
## 10706          Rural            108.49 35.1    never smoked      0
## 10707          Urban             58.34 21.8    never smoked      0
## 10708          Urban             66.24 30.9          smokes      0
## 10710          Urban             90.85 29.7 formerly smoked      0
## 10711          Rural             99.08 24.5          smokes      0
## 10712          Rural             78.03 47.8 formerly smoked      0
## 10713          Urban             74.88 33.0          smokes      0
## 10715          Urban            218.91 36.8    never smoked      0
## 10716          Rural            126.99 43.9 formerly smoked      0
## 10717          Urban            103.44 30.0    never smoked      0
## 10718          Rural            117.36 36.5    never smoked      0
## 10719          Urban             75.38 27.6          smokes      0
## 10720          Rural             81.63 27.5    never smoked      0
## 10721          Urban             64.44 45.0    never smoked      1
## 10722          Urban            113.26 26.7 formerly smoked      0
## 10723          Rural            105.96 30.1 formerly smoked      0
## 10724          Rural             92.38 27.7 formerly smoked      0
## 10728          Rural             94.93 26.5 formerly smoked      0
## 10729          Urban            109.45 38.3    never smoked      0
## 10732          Urban            185.11 32.6    never smoked      0
## 10733          Urban             86.83 27.4    never smoked      0
## 10735          Rural             65.98 35.9    never smoked      0
## 10737          Rural             62.00 30.3 formerly smoked      0
## 10738          Urban             72.71 23.8          smokes      0
## 10739          Urban             88.78 22.6          smokes      0
## 10740          Rural            138.52 38.1          smokes      0
## 10741          Rural             65.38 34.6 formerly smoked      0
## 10742          Rural             85.16 30.0    never smoked      0
## 10743          Urban            111.46 27.3    never smoked      0
## 10745          Urban             81.22 35.1    never smoked      0
## 10747          Urban            112.47 33.7          smokes      0
## 10748          Rural             80.49 23.6 formerly smoked      0
## 10749          Rural            114.55 29.4 formerly smoked      0
## 10750          Urban            112.30 22.0          smokes      0
## 10752          Rural             69.76 28.8    never smoked      0
## 10754          Urban             96.46 33.9    never smoked      0
## 10755          Rural             81.26 28.9          smokes      0
## 10756          Rural             97.96 23.6          smokes      0
## 10757          Rural            103.88 19.0          smokes      0
## 10762          Rural             74.14 27.7          smokes      0
## 10763          Rural            102.04 22.0    never smoked      0
## 10764          Rural             95.34 42.2    never smoked      0
## 10766          Rural             85.26 33.9    never smoked      0
## 10767          Rural             96.15 30.0    never smoked      0
## 10768          Rural             74.38 39.1 formerly smoked      0
## 10769          Rural             83.28 27.7    never smoked      0
## 10770          Rural             98.47 30.8 formerly smoked      0
## 10771          Rural            112.59 29.1    never smoked      0
## 10773          Rural            116.77 29.8    never smoked      0
## 10774          Rural            106.29 32.3    never smoked      0
## 10775          Urban             83.04 64.2    never smoked      0
## 10776          Rural             65.25 27.7          smokes      0
## 10777          Urban             98.74 29.5    never smoked      0
## 10781          Rural             79.27 21.2    never smoked      0
## 10782          Rural            105.66 19.9    never smoked      0
## 10783          Urban            105.08 21.7    never smoked      0
## 10784          Rural             56.11 25.5 formerly smoked      1
## 10786          Urban             73.73 25.0    never smoked      0
## 10787          Urban             84.21 43.1          smokes      0
## 10791          Rural             89.14 23.8    never smoked      0
## 10792          Rural            232.53 30.6 formerly smoked      0
## 10793          Rural             59.59 30.4    never smoked      0
## 10794          Urban             66.49 20.7 formerly smoked      0
## 10795          Urban             91.79 25.7    never smoked      0
## 10798          Rural             73.94 34.6    never smoked      0
## 10800          Rural             77.66 27.7    never smoked      0
## 10801          Urban             92.02 40.2          smokes      0
## 10802          Urban             67.00 21.8    never smoked      0
## 10803          Rural            224.05 27.7          smokes      0
## 10804          Rural            138.26 26.4    never smoked      0
## 10805          Urban            102.80 35.2          smokes      0
## 10807          Urban             73.82 22.8    never smoked      0
## 10808          Rural            104.38 38.6    never smoked      0
## 10809          Rural            200.40 30.7          smokes      0
## 10810          Urban            103.27 20.4          smokes      0
## 10811          Urban             81.92 39.2          smokes      0
## 10812          Rural            216.24 32.6 formerly smoked      0
## 10813          Rural             78.78 20.9    never smoked      0
## 10814          Urban            144.30 32.3    never smoked      0
## 10815          Rural             76.95 25.3 formerly smoked      0
## 10816          Urban            101.76 36.4    never smoked      0
## 10818          Rural            110.62 32.9 formerly smoked      0
## 10819          Urban             70.88 27.8    never smoked      0
## 10820          Rural            110.39 26.4          smokes      0
## 10822          Rural             62.63 31.7    never smoked      0
## 10823          Rural            137.19 32.0    never smoked      0
## 10824          Urban             98.29 32.5 formerly smoked      0
## 10826          Urban            146.99 34.5 formerly smoked      0
## 10827          Rural             88.69 28.2    never smoked      0
## 10829          Rural             66.97 19.7    never smoked      0
## 10830          Urban             91.58 35.1 formerly smoked      0
## 10831          Rural             83.42 29.8    never smoked      0
## 10833          Rural             73.95 28.3    never smoked      0
## 10836          Urban             62.57 20.7          smokes      0
## 10838          Urban             78.06 38.5          smokes      0
## 10839          Rural             60.93 34.2    never smoked      0
## 10841          Urban            245.86 28.7 formerly smoked      0
## 10842          Rural            102.56 28.4    never smoked      0
## 10843          Urban             88.72 18.3    never smoked      0
## 10845          Urban             55.30 31.2    never smoked      0
## 10846          Urban            127.96 34.0 formerly smoked      0
## 10847          Rural             78.72 30.1          smokes      0
## 10849          Rural             59.03 36.9 formerly smoked      0
## 10850          Urban             95.90 45.6          smokes      0
## 10851          Urban             76.80 29.1 formerly smoked      0
## 10852          Rural             89.87 27.8    never smoked      0
## 10853          Urban             78.37 16.1    never smoked      0
## 10854          Rural            111.24 33.2    never smoked      0
## 10855          Rural             55.31 27.3          smokes      0
## 10858          Rural             55.73 33.1    never smoked      0
## 10859          Urban             77.11 25.1 formerly smoked      0
## 10860          Rural             77.84 23.8 formerly smoked      0
## 10861          Urban            219.29 37.1    never smoked      0
## 10864          Rural             76.13 16.4    never smoked      0
## 10865          Rural             85.65 32.1 formerly smoked      0
## 10866          Rural            113.47 35.3          smokes      0
## 10867          Urban            232.66 22.3    never smoked      0
## 10868          Rural             99.02 23.9          smokes      0
## 10870          Urban            117.14 27.1 formerly smoked      0
## 10871          Rural            102.29 22.6    never smoked      0
## 10873          Urban             99.70 25.6    never smoked      0
## 10874          Urban             61.15 22.2    never smoked      0
## 10876          Rural             99.39 36.3 formerly smoked      0
## 10877          Rural             64.37 22.7    never smoked      0
## 10878          Urban             97.05 20.0 formerly smoked      0
## 10879          Urban             86.56 28.3    never smoked      0
## 10880          Rural            196.71 28.8    never smoked      0
## 10881          Urban             78.18 30.8    never smoked      1
## 10882          Urban            238.19 38.3    never smoked      0
## 10883          Urban            103.21 21.4    never smoked      0
## 10884          Urban             85.37 26.3    never smoked      0
## 10885          Rural             74.43 45.9 formerly smoked      0
## 10886          Rural             98.63 36.4    never smoked      0
## 10888          Rural             88.38 38.9    never smoked      0
## 10889          Urban             63.61 26.5    never smoked      0
## 10890          Urban             77.43 34.2 formerly smoked      0
## 10891          Urban            210.81 28.4    never smoked      0
## 10894          Rural             77.24 21.0    never smoked      0
## 10895          Urban            121.44 29.3 formerly smoked      0
## 10896          Urban            220.30 35.7 formerly smoked      0
## 10897          Urban            101.85 39.5    never smoked      0
## 10898          Rural             72.55 28.1          smokes      0
## 10899          Urban            196.13 33.3    never smoked      0
## 10901          Rural             99.50 32.5          smokes      0
## 10902          Urban             99.94 27.5 formerly smoked      0
## 10903          Rural             60.43 26.1    never smoked      0
## 10904          Urban             89.11 28.0    never smoked      0
## 10905          Urban            208.89 45.4    never smoked      0
## 10906          Urban             75.94 30.2    never smoked      0
## 10907          Urban             85.42 23.7    never smoked      0
## 10909          Urban             65.79 25.5    never smoked      0
## 10913          Rural             80.29 31.5 formerly smoked      0
## 10914          Urban            103.04 31.7          smokes      0
## 10915          Urban             96.46 37.0    never smoked      0
## 10917          Urban             80.90 43.0          smokes      0
## 10918          Rural            204.53 26.9    never smoked      0
## 10919          Rural             79.38 29.1    never smoked      0
## 10920          Urban            133.13 39.0    never smoked      0
## 10921          Urban             87.82 24.7    never smoked      0
## 10922          Rural             75.81 28.1 formerly smoked      0
## 10923          Urban             83.65 28.9    never smoked      0
## 10924          Rural             84.46 29.9    never smoked      0
## 10925          Urban            140.82 19.4 formerly smoked      0
## 10927          Rural             59.09 32.0 formerly smoked      0
## 10928          Rural            196.39 25.3    never smoked      0
## 10929          Urban            138.17 43.8 formerly smoked      0
## 10931          Rural             92.85 26.9    never smoked      0
## 10934          Rural             97.55 33.1          smokes      0
## 10935          Urban             99.41 58.9 formerly smoked      0
## 10936          Urban            136.92 31.9    never smoked      0
## 10937          Rural            106.39 28.1    never smoked      0
## 10938          Urban             91.20 23.6 formerly smoked      0
## 10939          Urban             64.22 25.5    never smoked      0
## 10940          Rural             80.99 38.6          smokes      0
## 10941          Urban             91.27 34.4 formerly smoked      0
## 10942          Rural             87.35 18.4    never smoked      0
## 10943          Rural             95.97 47.4    never smoked      0
## 10945          Urban             94.28 29.0          smokes      0
## 10946          Urban             82.02 30.6    never smoked      0
## 10947          Urban             85.04 20.7    never smoked      0
## 10948          Rural             81.17 38.6    never smoked      0
## 10949          Rural            149.14 18.8 formerly smoked      0
## 10951          Urban             95.50 37.6 formerly smoked      0
## 10952          Urban            235.25 29.6    never smoked      0
## 10957          Urban            104.66 24.1    never smoked      0
## 10958          Urban            126.96 19.1    never smoked      0
## 10959          Rural             73.32 29.3 formerly smoked      0
## 10960          Rural            107.51 31.8    never smoked      0
## 10961          Urban             90.79 24.1    never smoked      0
## 10962          Rural            126.10 28.0    never smoked      0
## 10963          Urban             63.04 33.0          smokes      0
## 10965          Rural            126.04 21.0    never smoked      0
## 10967          Urban            211.62 33.3    never smoked      0
## 10970          Urban             77.42 23.6 formerly smoked      0
## 10971          Urban             81.31 41.2          smokes      0
## 10972          Urban            119.01 24.6    never smoked      0
## 10973          Urban            190.22 24.3    never smoked      0
## 10975          Rural             78.01 25.0    never smoked      0
## 10976          Rural             76.51 35.0          smokes      0
## 10978          Urban            192.13 38.5          smokes      0
## 10979          Rural            191.81 27.7    never smoked      0
## 10981          Rural             96.01 29.0 formerly smoked      0
## 10982          Urban             73.26 30.8          smokes      0
## 10984          Urban            162.28 37.9    never smoked      0
## 10985          Urban             77.61 24.6 formerly smoked      0
## 10988          Urban            140.86 22.9          smokes      0
## 10989          Rural            104.14 21.6          smokes      0
## 10990          Rural            185.63 29.0    never smoked      0
## 10991          Rural             87.07 36.5 formerly smoked      0
## 10992          Rural            104.62 35.2          smokes      0
## 10994          Urban             81.89 21.5          smokes      0
## 10995          Rural            133.38 28.5    never smoked      0
## 10999          Rural            103.10 37.9          smokes      0
## 11001          Rural             78.73 27.7 formerly smoked      0
## 11002          Rural             78.83 34.8    never smoked      0
## 11003          Rural             93.45 17.9    never smoked      0
## 11004          Urban            114.80 29.4    never smoked      0
## 11006          Rural            184.83 37.9    never smoked      0
## 11008          Rural            266.13 32.5          smokes      0
## 11010          Urban            195.68 36.2    never smoked      0
## 11011          Urban            117.17 31.1 formerly smoked      0
## 11012          Urban            113.17 41.7    never smoked      0
## 11013          Rural             67.06 26.1          smokes      0
## 11014          Urban            112.21 21.7    never smoked      0
## 11016          Urban             65.72 32.3 formerly smoked      0
## 11017          Rural             95.56 31.6          smokes      0
## 11018          Rural             57.66 34.9 formerly smoked      0
## 11021          Rural             97.28 27.7    never smoked      0
## 11025          Urban            102.89 26.9    never smoked      0
## 11028          Rural             89.19 51.1 formerly smoked      0
## 11033          Urban             89.51 29.4    never smoked      0
## 11035          Urban             76.51 33.4    never smoked      0
## 11036          Rural            180.97 34.8    never smoked      0
## 11038          Urban            197.32 26.0    never smoked      0
## 11039          Urban             62.38 25.7    never smoked      0
## 11040          Urban             58.84 30.8    never smoked      0
## 11041          Rural             66.70 43.3          smokes      0
## 11044          Urban            111.04 32.0 formerly smoked      1
## 11045          Urban             74.30 27.5          smokes      0
## 11046          Urban             73.02 30.0          smokes      0
## 11047          Rural             77.19 27.5    never smoked      0
## 11048          Rural            112.64 34.1    never smoked      0
## 11049          Rural            119.10 28.1    never smoked      0
## 11050          Rural             76.98 38.9    never smoked      0
## 11051          Rural            129.46 44.0    never smoked      0
## 11052          Urban             71.89 22.2 formerly smoked      0
## 11053          Urban             96.81 28.9    never smoked      0
## 11054          Rural             70.48 32.9    never smoked      0
## 11055          Rural            101.86 28.6          smokes      0
## 11057          Rural             80.62 27.5 formerly smoked      0
## 11059          Urban            107.82 27.5    never smoked      0
## 11060          Rural            170.42 25.7          smokes      0
## 11061          Rural            229.09 42.2    never smoked      0
## 11062          Rural            105.84 35.4 formerly smoked      0
## 11063          Rural             91.45 30.2          smokes      0
## 11064          Rural             96.54 23.2 formerly smoked      0
## 11066          Urban             82.70 31.9          smokes      0
## 11067          Urban             77.81 21.8          smokes      0
## 11068          Rural             61.00 22.3 formerly smoked      0
## 11069          Rural             84.11 24.8    never smoked      0
## 11071          Urban             93.92 17.9    never smoked      0
## 11072          Rural            111.83 30.7          smokes      0
## 11073          Urban             96.42 38.2          smokes      0
## 11074          Rural            110.29 27.7    never smoked      0
## 11075          Rural             65.52 31.6    never smoked      0
## 11076          Urban            103.45 27.7          smokes      0
## 11078          Urban             91.06 31.5    never smoked      0
## 11079          Urban             87.57 23.4          smokes      0
## 11081          Rural             56.36 20.3    never smoked      0
## 11082          Urban             64.90 31.3          smokes      0
## 11085          Rural             72.30 21.0    never smoked      0
## 11087          Urban             63.53 26.7 formerly smoked      0
## 11088          Rural            104.09 26.5    never smoked      0
## 11089          Rural             82.93 23.8          smokes      0
## 11090          Rural             97.20 27.6    never smoked      0
## 11091          Urban             82.06 37.5    never smoked      0
## 11092          Rural             74.01 27.7          smokes      0
## 11094          Rural            210.14 24.7 formerly smoked      0
## 11095          Rural            106.31 26.0    never smoked      0
## 11096          Urban             61.48 26.5    never smoked      0
## 11097          Rural            197.42 41.8 formerly smoked      0
## 11099          Rural            139.11 32.0          smokes      0
## 11100          Rural            207.27 28.7    never smoked      0
## 11101          Rural             88.76 29.8    never smoked      0
## 11102          Urban             86.48 38.2          smokes      0
## 11103          Urban            122.30 28.8          smokes      0
## 11104          Rural            116.17 26.3    never smoked      0
## 11105          Urban            164.01 25.4          smokes      0
## 11106          Urban            217.74 28.7 formerly smoked      0
## 11107          Rural             57.60 19.3    never smoked      0
## 11108          Urban             77.96 24.1    never smoked      0
## 11110          Rural             72.55 29.7    never smoked      0
## 11111          Urban             91.73 24.0          smokes      0
## 11112          Urban            143.37 35.1    never smoked      0
## 11113          Rural            209.13 42.2    never smoked      0
## 11114          Urban            132.37 43.8    never smoked      0
## 11116          Rural            124.94 24.8 formerly smoked      0
## 11118          Rural            254.65 42.4          smokes      0
## 11120          Urban             74.77 24.0    never smoked      0
## 11121          Rural             66.45 20.8          smokes      0
## 11126          Rural             57.00 35.8          smokes      0
## 11127          Urban            102.41 28.0    never smoked      0
## 11128          Urban            135.43 26.0    never smoked      0
## 11129          Rural             74.85 50.5 formerly smoked      0
## 11130          Rural             87.23 27.7          smokes      0
## 11131          Urban             60.94 44.4 formerly smoked      0
## 11132          Rural            108.30 28.6          smokes      0
## 11133          Urban             70.22 23.2          smokes      0
## 11136          Urban            200.69 47.5 formerly smoked      0
## 11139          Rural            214.63 35.0    never smoked      0
## 11141          Rural             99.75 34.9 formerly smoked      0
## 11143          Rural             83.80 26.7          smokes      0
## 11144          Urban             94.00 28.4          smokes      0
## 11147          Urban            255.83 22.5 formerly smoked      0
## 11148          Urban             73.42 23.3 formerly smoked      0
## 11149          Rural             81.69 46.5    never smoked      0
## 11150          Rural            229.59 42.2    never smoked      0
## 11151          Urban            237.18 37.0    never smoked      0
## 11153          Urban            217.86 31.4 formerly smoked      0
## 11155          Urban            108.01 37.0    never smoked      0
## 11156          Urban             73.38 43.8    never smoked      0
## 11157          Urban             89.00 25.0    never smoked      0
## 11158          Urban             61.23 22.4          smokes      0
## 11159          Rural            104.30 23.0    never smoked      0
## 11160          Rural             73.15 27.9    never smoked      0
## 11161          Rural             96.42 35.9    never smoked      0
## 11164          Urban            108.07 23.2    never smoked      0
## 11165          Urban             91.99 21.3    never smoked      0
## 11166          Rural             62.88 27.7 formerly smoked      0
## 11167          Rural             78.08 24.3    never smoked      0
## 11168          Rural            157.26 27.7    never smoked      0
## 11169          Urban             91.94 35.0    never smoked      0
## 11170          Urban             73.34 28.1    never smoked      0
## 11171          Rural             94.25 26.4    never smoked      0
## 11172          Rural            126.44 36.3          smokes      0
## 11173          Rural             63.40 34.9    never smoked      0
## 11174          Rural            141.30 47.7    never smoked      0
## 11175          Rural             64.34 24.7    never smoked      0
## 11177          Rural            158.91 27.1 formerly smoked      0
## 11178          Urban             84.14 24.3    never smoked      0
## 11179          Urban             68.46 23.0    never smoked      0
## 11180          Rural             88.15 27.7          smokes      0
## 11183          Rural             79.19 35.6    never smoked      0
## 11184          Rural             88.32 28.8 formerly smoked      0
## 11185          Urban             96.33 30.0 formerly smoked      0
## 11186          Rural             76.13 29.9          smokes      1
## 11187          Rural            102.54 27.0    never smoked      0
## 11188          Urban            218.22 29.2    never smoked      0
## 11191          Rural            239.36 30.2    never smoked      0
## 11192          Urban            109.94 52.9    never smoked      0
## 11193          Urban             96.56 22.6          smokes      0
## 11194          Urban             81.07 25.8    never smoked      0
## 11195          Urban             79.04 33.6    never smoked      0
## 11196          Rural             91.83 41.1 formerly smoked      0
## 11198          Rural             56.96 28.2    never smoked      0
## 11199          Urban             76.07 44.4    never smoked      0
## 11202          Rural            100.42 39.6    never smoked      0
## 11203          Rural             95.80 34.7 formerly smoked      0
## 11204          Rural            128.00 47.6    never smoked      0
## 11205          Urban             65.93 38.9 formerly smoked      0
## 11207          Urban            108.45 38.5    never smoked      0
## 11211          Rural             99.90 18.9    never smoked      0
## 11212          Urban            100.72 27.2    never smoked      0
## 11213          Rural             60.34 25.6    never smoked      0
## 11214          Urban             88.96 43.2 formerly smoked      0
## 11215          Urban             99.70 35.0    never smoked      0
## 11216          Urban             98.38 24.0          smokes      0
## 11217          Urban             71.77 23.3    never smoked      0
## 11218          Urban             85.44 26.7 formerly smoked      0
## 11220          Urban            212.88 30.7 formerly smoked      0
## 11221          Rural            113.76 34.4 formerly smoked      0
## 11222          Rural             82.68 25.8    never smoked      0
## 11223          Rural             98.27 28.4          smokes      0
## 11224          Rural             85.77 40.0    never smoked      0
## 11226          Rural             78.23 32.8    never smoked      0
## 11227          Rural             85.68 26.2    never smoked      0
## 11228          Urban            119.53 33.5 formerly smoked      0
## 11229          Rural             73.64 22.7    never smoked      0
## 11230          Urban            129.23 35.6    never smoked      0
## 11231          Rural             58.69 27.4 formerly smoked      0
## 11232          Urban            127.52 31.8    never smoked      0
## 11233          Urban             73.88 27.1    never smoked      0
## 11239          Urban             78.07 30.8          smokes      0
## 11240          Urban             96.63 29.9    never smoked      0
## 11242          Urban             80.52 35.6          smokes      0
## 11243          Rural            118.91 30.9    never smoked      0
## 11244          Urban            105.87 21.4    never smoked      0
## 11245          Urban            103.20 21.8    never smoked      0
## 11246          Urban            107.89 36.0    never smoked      0
## 11248          Rural             85.46 20.2 formerly smoked      0
## 11249          Rural            107.34 29.3    never smoked      0
## 11250          Urban            104.31 18.6    never smoked      0
## 11251          Rural            105.19 33.6    never smoked      0
## 11254          Rural            111.79 32.2    never smoked      0
## 11257          Urban            114.62 36.5 formerly smoked      0
## 11258          Urban            100.36 34.7          smokes      0
## 11259          Rural            102.59 29.1 formerly smoked      0
## 11260          Urban             70.71 21.1 formerly smoked      0
## 11261          Urban             79.77 19.2          smokes      0
## 11263          Urban             73.83 30.8          smokes      0
## 11265          Urban             85.88 16.2          smokes      0
## 11266          Rural             65.79 44.9    never smoked      0
## 11267          Urban            183.02 19.4          smokes      0
## 11268          Urban             89.42 38.2    never smoked      0
## 11270          Urban             66.27 24.9    never smoked      0
## 11272          Rural            190.27 27.7 formerly smoked      0
## 11273          Rural            103.49 44.2    never smoked      0
## 11275          Urban             70.45 32.8          smokes      0
## 11276          Rural             76.40 20.6          smokes      0
## 11277          Urban            108.22 22.6    never smoked      0
## 11278          Rural             91.42 30.9 formerly smoked      0
## 11279          Urban             71.32 20.8          smokes      0
## 11280          Urban            174.37 26.3          smokes      0
## 11281          Urban            107.86 22.5    never smoked      0
## 11282          Rural             88.52 43.8    never smoked      0
## 11283          Rural             79.22 29.1    never smoked      0
## 11285          Rural             76.54 18.8 formerly smoked      0
## 11286          Rural            222.56 27.7 formerly smoked      0
## 11288          Rural            222.34 28.8 formerly smoked      0
## 11290          Rural             72.77 25.4    never smoked      0
## 11291          Urban             87.46 52.8    never smoked      0
## 11292          Rural             80.13 35.2          smokes      0
## 11293          Rural             72.94 32.4    never smoked      0
## 11294          Rural            106.04 34.5 formerly smoked      0
## 11296          Rural             81.49 23.5          smokes      0
## 11297          Urban            103.58 32.1          smokes      0
## 11298          Urban             96.49 34.7    never smoked      0
## 11301          Rural             74.19 29.8    never smoked      0
## 11302          Urban            107.82 24.7    never smoked      0
## 11303          Rural             60.38 20.5    never smoked      0
## 11304          Urban            116.34 28.3 formerly smoked      0
## 11306          Rural            223.67 32.9    never smoked      0
## 11307          Urban             80.25 29.6 formerly smoked      0
## 11308          Urban            172.44 33.9 formerly smoked      0
## 11309          Urban            103.00 31.2    never smoked      0
## 11311          Rural             76.20 22.9 formerly smoked      0
## 11312          Rural             91.80 42.4    never smoked      0
## 11314          Urban             82.92 36.8 formerly smoked      0
## 11315          Rural             73.47 36.5    never smoked      0
## 11316          Urban            191.71 31.4          smokes      0
## 11317          Rural             82.18 39.0          smokes      0
## 11318          Rural            103.10 22.6    never smoked      0
## 11320          Urban            200.08 40.4    never smoked      0
## 11321          Rural            106.84 46.0    never smoked      0
## 11322          Rural             88.86 38.2    never smoked      0
## 11325          Urban             87.54 23.3          smokes      0
## 11326          Urban             77.86 27.3 formerly smoked      0
## 11327          Rural            113.83 35.6          smokes      0
## 11329          Rural             88.11 38.7    never smoked      0
## 11331          Rural             98.99 35.4          smokes      0
## 11333          Urban             90.53 36.1 formerly smoked      0
## 11335          Rural             75.42 34.9          smokes      0
## 11336          Rural             96.65 38.2    never smoked      0
## 11337          Urban            112.24 37.4          smokes      1
## 11338          Urban             84.00 25.8    never smoked      0
## 11339          Rural             61.80 24.1    never smoked      0
## 11341          Rural            100.63 30.3 formerly smoked      0
## 11342          Urban            211.09 41.0          smokes      0
## 11343          Rural             82.80 39.7          smokes      0
## 11344          Rural             84.65 43.0          smokes      0
## 11346          Rural             84.77 27.8          smokes      0
## 11348          Urban             74.70 28.3          smokes      0
## 11349          Urban            127.71 33.6    never smoked      0
## 11350          Urban             84.00 26.3    never smoked      0
## 11352          Urban             60.52 23.7 formerly smoked      0
## 11353          Rural            122.69 27.2 formerly smoked      0
## 11354          Urban             63.46 26.5 formerly smoked      0
## 11355          Rural             94.25 48.5    never smoked      0
## 11356          Urban             84.21 20.1    never smoked      0
## 11358          Urban            220.00 48.4          smokes      0
## 11359          Rural            180.48 28.7          smokes      0
## 11360          Urban             77.47 25.6    never smoked      0
## 11362          Rural             84.42 21.4 formerly smoked      0
## 11363          Rural             92.37 39.1          smokes      0
## 11365          Urban             96.44 25.9    never smoked      0
## 11366          Urban             71.54 33.5    never smoked      0
## 11367          Urban             61.50 20.1          smokes      0
## 11368          Rural            107.96 21.8    never smoked      0
## 11369          Urban            179.65 34.8 formerly smoked      0
## 11371          Urban             92.50 32.5          smokes      0
## 11373          Urban            220.06 29.6 formerly smoked      0
## 11374          Rural             97.29 31.9    never smoked      0
## 11375          Rural             87.39 26.2 formerly smoked      0
## 11376          Rural             78.15 22.7    never smoked      0
## 11377          Rural             67.57 24.6    never smoked      0
## 11378          Urban            231.65 39.8    never smoked      0
## 11381          Urban             75.24 24.1    never smoked      0
## 11382          Urban             75.53 35.4    never smoked      0
## 11383          Urban             99.82 29.5    never smoked      0
## 11385          Rural            108.50 28.0    never smoked      0
## 11386          Urban             92.20 28.2    never smoked      0
## 11387          Urban             80.80 35.7    never smoked      0
## 11388          Rural             95.63 25.1 formerly smoked      0
## 11390          Urban            207.46 38.4          smokes      0
## 11391          Rural            165.98 37.2    never smoked      0
## 11392          Rural            137.30 31.7 formerly smoked      1
## 11393          Rural            204.27 27.7    never smoked      0
## 11395          Urban             83.50 22.4 formerly smoked      0
## 11397          Rural             76.51 35.5    never smoked      0
## 11398          Rural            217.20 27.7    never smoked      0
## 11399          Rural            124.57 25.3    never smoked      0
## 11401          Urban             82.71 19.2          smokes      0
## 11403          Rural            108.91 37.2          smokes      0
## 11404          Rural             99.97 44.5 formerly smoked      0
## 11405          Urban             72.44 28.9          smokes      0
## 11406          Urban             96.88 21.2          smokes      0
## 11409          Urban             66.25 22.2    never smoked      0
## 11410          Rural             94.34 26.5 formerly smoked      0
## 11411          Rural             83.53 22.2    never smoked      0
## 11412          Rural            158.25 42.2    never smoked      0
## 11415          Rural             78.04 27.3    never smoked      0
## 11417          Urban            236.16 21.3          smokes      0
## 11419          Urban             62.84 24.4 formerly smoked      0
## 11420          Urban            224.08 33.9          smokes      0
## 11421          Rural            128.45 24.0    never smoked      0
## 11423          Rural             89.54 44.4    never smoked      0
## 11424          Urban             82.85 26.4 formerly smoked      0
## 11425          Urban            194.96 30.5 formerly smoked      0
## 11426          Rural             92.44 27.7          smokes      0
## 11427          Urban            225.74 26.9 formerly smoked      0
## 11428          Rural             55.58 30.5 formerly smoked      0
## 11430          Urban             57.10 35.4          smokes      0
## 11432          Urban             92.03 27.8    never smoked      0
## 11433          Urban             88.75 27.4          smokes      0
## 11434          Urban             73.08 39.3    never smoked      0
## 11435          Urban             80.87 26.0    never smoked      0
## 11436          Urban             97.42 57.3    never smoked      0
## 11439          Rural             60.93 19.8    never smoked      0
## 11440          Rural            128.66 43.0    never smoked      0
## 11441          Rural            211.04 35.2          smokes      0
## 11443          Urban             70.96 38.8 formerly smoked      0
## 11444          Rural             65.57 27.7    never smoked      0
## 11445          Urban            105.22 29.6    never smoked      0
## 11446          Urban             59.87 44.0 formerly smoked      0
## 11447          Rural             76.97 17.9          smokes      0
## 11448          Rural            155.09 30.1          smokes      0
## 11449          Urban            116.69 34.5 formerly smoked      1
## 11451          Urban             87.84 25.0 formerly smoked      0
## 11452          Urban             66.94 22.7 formerly smoked      0
## 11454          Urban             87.00 26.6 formerly smoked      0
## 11455          Urban             73.98 39.2 formerly smoked      0
## 11456          Urban            117.41 22.4          smokes      0
## 11457          Rural             82.34 27.5 formerly smoked      0
## 11458          Rural            110.19 35.0    never smoked      0
## 11459          Urban             76.76 28.7 formerly smoked      0
## 11460          Urban             69.04 27.7 formerly smoked      0
## 11462          Urban             70.59 38.2    never smoked      0
## 11463          Urban             86.65 26.0    never smoked      0
## 11464          Urban            131.04 25.6    never smoked      0
## 11466          Rural            231.16 33.8    never smoked      0
## 11467          Urban             79.34 24.6 formerly smoked      0
## 11468          Urban            128.84 34.8    never smoked      0
## 11469          Rural             97.50 20.1    never smoked      0
## 11470          Rural            107.62 29.2    never smoked      0
## 11472          Urban             82.97 21.9    never smoked      0
## 11473          Urban             91.96 46.8 formerly smoked      0
## 11474          Urban             83.83 24.7    never smoked      0
## 11476          Urban            215.94 27.9 formerly smoked      1
## 11479          Rural             95.14 25.3          smokes      0
## 11481          Urban            245.65 28.8          smokes      0
## 11483          Rural            172.96 21.0 formerly smoked      0
## 11484          Rural            114.04 29.6    never smoked      0
## 11486          Rural             66.85 27.8          smokes      0
## 11487          Rural            176.31 29.7    never smoked      0
## 11488          Urban             75.31 25.7    never smoked      0
## 11489          Urban            101.17 40.2    never smoked      0
## 11490          Rural             96.14 21.2          smokes      0
## 11491          Urban             88.63 24.4    never smoked      0
## 11493          Rural             79.80 28.9    never smoked      0
## 11494          Urban             87.62 29.3    never smoked      0
## 11495          Rural             56.25 23.1    never smoked      0
## 11497          Urban             78.72 28.0          smokes      0
## 11499          Rural            115.17 31.2    never smoked      0
## 11500          Rural             61.71 18.1    never smoked      0
## 11502          Rural             74.23 29.9 formerly smoked      0
## 11504          Urban             85.49 22.3    never smoked      0
## 11505          Rural             86.62 29.5 formerly smoked      1
## 11507          Rural             64.06 23.1    never smoked      0
## 11508          Urban             70.30 28.2    never smoked      0
## 11509          Rural            203.19 25.6    never smoked      0
## 11510          Rural            160.65 25.3    never smoked      0
## 11511          Rural            246.41 28.1    never smoked      0
## 11512          Rural            104.42 41.7    never smoked      0
## 11514          Urban            175.38 30.1 formerly smoked      0
## 11516          Urban             82.09 21.7          smokes      0
## 11517          Rural             83.84 19.2 formerly smoked      0
## 11518          Rural            100.07 37.3 formerly smoked      0
## 11519          Urban             80.00 24.6 formerly smoked      0
## 11521          Rural            185.17 25.5 formerly smoked      0
## 11522          Urban             66.42 19.2          smokes      0
## 11523          Urban             88.92 27.6    never smoked      0
## 11524          Rural             61.27 27.7          smokes      0
## 11525          Urban             60.33 26.6    never smoked      0
## 11526          Urban             75.55 22.3    never smoked      0
## 11527          Rural             92.97 33.3          smokes      0
## 11528          Urban            122.86 32.8          smokes      0
## 11529          Urban             96.41 34.8    never smoked      0
## 11530          Urban             69.94 29.8          smokes      0
## 11531          Rural             85.74 28.8    never smoked      0
## 11532          Urban             91.17 26.3    never smoked      0
## 11533          Rural             95.34 28.6    never smoked      0
## 11534          Urban             89.78 40.9    never smoked      0
## 11535          Urban            205.77 46.0 formerly smoked      1
## 11536          Rural            102.22 24.6    never smoked      0
## 11537          Rural             99.20 28.8          smokes      0
## 11539          Rural             78.44 19.1    never smoked      0
## 11540          Rural            101.36 33.9    never smoked      0
## 11541          Rural            157.17 53.0    never smoked      0
## 11542          Rural             76.22 36.6          smokes      0
## 11543          Urban             89.25 27.0    never smoked      0
## 11544          Rural             92.86 28.2    never smoked      0
## 11545          Rural            225.93 27.7 formerly smoked      0
## 11546          Urban            111.71 34.3 formerly smoked      0
## 11547          Urban            128.44 32.7    never smoked      0
## 11548          Rural             87.86 32.7    never smoked      0
## 11549          Urban             82.70 32.6    never smoked      0
## 11551          Rural            105.47 22.1    never smoked      0
## 11553          Rural            130.23 25.8 formerly smoked      0
## 11554          Rural             60.41 25.8 formerly smoked      0
## 11558          Rural             87.30 27.7 formerly smoked      0
## 11559          Rural             79.05 28.5 formerly smoked      0
## 11564          Urban             60.32 38.4    never smoked      0
## 11565          Urban             92.54 17.5    never smoked      0
## 11567          Urban            103.56 24.4    never smoked      0
## 11568          Urban             77.66 32.3    never smoked      0
## 11574          Rural             84.83 25.9          smokes      0
## 11575          Urban             81.01 32.9 formerly smoked      0
## 11576          Rural            157.37 33.3    never smoked      0
## 11577          Rural            123.89 29.2    never smoked      0
## 11578          Urban             76.95 29.6    never smoked      0
## 11579          Urban            186.65 21.6    never smoked      0
## 11581          Urban            201.97 41.2 formerly smoked      0
## 11582          Rural             63.15 23.3    never smoked      0
## 11583          Urban             64.64 30.6 formerly smoked      0
## 11584          Urban             76.91 20.7    never smoked      0
## 11585          Rural             67.20 27.7          smokes      0
## 11587          Urban             82.38 19.6    never smoked      0
## 11589          Rural             62.98 40.3    never smoked      0
## 11591          Urban             61.17 20.2    never smoked      0
## 11592          Rural             89.94 28.3          smokes      0
## 11593          Urban            180.64 47.8    never smoked      0
## 11594          Urban             91.03 35.6    never smoked      0
## 11595          Rural            139.50 30.9    never smoked      0
## 11596          Urban            150.00 24.3    never smoked      0
## 11598          Rural             82.25 32.3    never smoked      0
## 11599          Urban            106.06 27.5    never smoked      0
## 11601          Rural             84.07 26.8    never smoked      0
## 11603          Urban            103.28 22.4          smokes      0
## 11604          Rural             94.55 44.3 formerly smoked      0
## 11605          Rural            108.11 27.7    never smoked      0
## 11606          Rural            105.85 45.7 formerly smoked      0
## 11607          Urban            256.55 41.6 formerly smoked      0
## 11608          Urban             92.88 37.1 formerly smoked      0
## 11610          Rural            114.70 35.9          smokes      0
## 11611          Rural             99.21 23.9    never smoked      0
## 11612          Urban             72.46 27.7          smokes      0
## 11613          Urban            112.16 42.5 formerly smoked      1
## 11614          Urban            219.82 31.7          smokes      0
## 11616          Rural             92.81 33.8    never smoked      0
## 11618          Urban            118.15 32.7 formerly smoked      0
## 11620          Urban            113.51 40.7 formerly smoked      0
## 11621          Rural            107.74 27.7 formerly smoked      0
## 11622          Rural             93.58 23.1    never smoked      0
## 11624          Urban             85.53 20.7    never smoked      0
## 11625          Urban            204.70 24.7          smokes      0
## 11626          Rural            117.35 28.9          smokes      0
## 11628          Urban             55.77 29.8          smokes      0
## 11629          Urban            110.16 33.0    never smoked      0
## 11631          Rural             93.39 21.1    never smoked      0
## 11632          Rural            133.07 29.6          smokes      0
## 11633          Urban             84.72 31.4    never smoked      0
## 11634          Rural             95.71 22.5          smokes      0
## 11637          Urban             90.60 25.8    never smoked      0
## 11638          Rural             82.67 27.7 formerly smoked      0
## 11639          Urban             81.29 25.1          smokes      0
## 11640          Urban             56.03 22.2    never smoked      0
## 11641          Rural             88.92 31.2 formerly smoked      0
## 11642          Urban             96.01 28.1 formerly smoked      0
## 11643          Rural            237.22 42.5 formerly smoked      0
## 11645          Urban            113.72 38.2    never smoked      0
## 11646          Rural             81.50 28.2 formerly smoked      0
## 11648          Urban             79.48 28.0    never smoked      0
## 11649          Rural            100.65 23.1    never smoked      0
## 11650          Rural             71.16 27.7    never smoked      0
## 11651          Urban             97.62 24.7    never smoked      0
## 11654          Urban            210.43 33.4    never smoked      0
## 11655          Urban             67.73 28.7    never smoked      0
## 11657          Rural             57.34 18.3    never smoked      0
## 11658          Urban             85.91 29.1    never smoked      0
## 11659          Rural             92.82 24.8    never smoked      0
## 11660          Rural             80.62 25.1    never smoked      0
## 11661          Urban            125.01 23.6    never smoked      0
## 11662          Urban             98.64 23.6          smokes      0
## 11663          Rural             77.71 34.1    never smoked      0
## 11664          Urban            112.85 25.5 formerly smoked      0
## 11665          Urban             78.48 35.6    never smoked      0
## 11666          Rural            136.69 33.1    never smoked      0
## 11668          Urban             82.74 29.9    never smoked      0
## 11669          Rural            247.33 38.5 formerly smoked      0
## 11670          Urban             99.64 31.2    never smoked      0
## 11671          Rural             80.51 27.3    never smoked      0
## 11672          Rural            190.79 36.6 formerly smoked      0
## 11673          Rural             74.68 23.6    never smoked      0
## 11674          Rural             57.69 21.2    never smoked      0
## 11676          Rural            208.74 34.7    never smoked      0
## 11677          Urban             68.83 37.7    never smoked      0
## 11678          Urban             87.38 22.1          smokes      0
## 11681          Urban            114.33 31.5    never smoked      0
## 11682          Rural             93.51 22.4 formerly smoked      0
## 11683          Rural             76.63 32.2 formerly smoked      0
## 11685          Urban             68.93 31.9    never smoked      0
## 11688          Rural            101.27 16.5    never smoked      0
## 11689          Rural            208.31 27.5 formerly smoked      0
## 11691          Rural             59.25 36.8 formerly smoked      0
## 11692          Rural             94.59 30.9    never smoked      0
## 11693          Urban            102.49 25.8          smokes      0
## 11695          Urban            169.75 29.9    never smoked      0
## 11697          Urban            109.42 32.3          smokes      0
## 11699          Rural             71.92 29.4 formerly smoked      0
## 11700          Rural            104.60 21.3    never smoked      0
## 11701          Urban             94.39 38.4    never smoked      0
## 11702          Urban            182.26 26.1    never smoked      0
## 11703          Rural            215.30 27.7          smokes      0
## 11704          Rural             97.82 28.4 formerly smoked      0
## 11705          Urban             60.63 37.8 formerly smoked      0
## 11707          Urban            115.69 27.1          smokes      0
## 11709          Urban            100.21 27.7    never smoked      0
## 11711          Urban             89.30 31.1 formerly smoked      0
## 11712          Urban            125.63 19.9 formerly smoked      0
## 11713          Urban             86.94 35.6          smokes      0
## 11714          Urban             72.20 25.2          smokes      0
## 11715          Rural             87.23 26.7          smokes      0
## 11716          Rural             61.06 28.2    never smoked      0
## 11717          Rural             74.11 32.1 formerly smoked      0
## 11718          Rural            207.29 37.5    never smoked      0
## 11719          Rural             80.35 34.8 formerly smoked      0
## 11720          Rural            125.57 30.4    never smoked      0
## 11721          Rural            193.03 27.7          smokes      0
## 11722          Urban             62.17 26.8          smokes      0
## 11724          Urban            139.70 23.6    never smoked      0
## 11725          Urban            128.59 19.8    never smoked      0
## 11726          Rural            229.84 43.1          smokes      0
## 11730          Urban            108.53 27.3    never smoked      0
## 11731          Rural             83.18 21.6    never smoked      0
## 11732          Rural             81.12 33.0 formerly smoked      0
## 11733          Rural             78.90 15.7    never smoked      0
## 11734          Urban             58.98 36.8 formerly smoked      0
## 11735          Urban             75.22 32.3    never smoked      0
## 11736          Urban             99.15 26.3    never smoked      0
## 11737          Rural            103.90 60.1 formerly smoked      0
## 11738          Urban            189.90 25.6          smokes      0
## 11739          Rural             84.63 49.8    never smoked      0
## 11740          Urban             65.61 20.8          smokes      0
## 11741          Rural             58.87 32.8    never smoked      0
## 11742          Rural             95.11 25.5 formerly smoked      0
## 11743          Urban             87.05 25.9 formerly smoked      0
## 11745          Urban            227.48 28.9          smokes      0
## 11746          Urban            101.07 24.8    never smoked      0
## 11748          Urban             84.84 23.0    never smoked      0
## 11750          Urban             72.01 33.6 formerly smoked      0
## 11753          Rural             98.24 24.1    never smoked      0
## 11754          Rural            117.76 36.7          smokes      0
## 11755          Urban            106.32 26.2    never smoked      0
## 11757          Rural             67.16 29.6          smokes      0
## 11759          Rural            151.40 27.1    never smoked      0
## 11760          Urban             57.82 29.7    never smoked      0
## 11761          Urban             86.03 21.1    never smoked      0
## 11763          Urban            153.65 44.3    never smoked      0
## 11764          Urban            154.10 32.3 formerly smoked      0
## 11765          Rural             68.17 32.3          smokes      0
## 11766          Rural            197.31 26.8          smokes      0
## 11767          Rural             72.94 27.0    never smoked      0
## 11769          Urban             78.72 31.5    never smoked      0
## 11773          Urban             58.42 22.6 formerly smoked      0
## 11774          Urban             55.29 23.7          smokes      0
## 11776          Rural             90.10 36.5    never smoked      0
## 11778          Urban             91.82 29.8 formerly smoked      0
## 11779          Rural             68.05 44.0          smokes      0
## 11780          Urban            105.96 27.7 formerly smoked      0
## 11781          Rural            126.93 35.4 formerly smoked      0
## 11782          Urban            126.76 30.0 formerly smoked      0
## 11783          Urban            198.95 35.7          smokes      0
## 11784          Urban            142.75 24.4 formerly smoked      0
## 11785          Urban             79.98 31.9 formerly smoked      0
## 11787          Urban            119.83 37.9    never smoked      0
## 11789          Rural             72.97 28.4 formerly smoked      0
## 11790          Rural             62.90 29.2    never smoked      0
## 11791          Urban            159.94 23.7    never smoked      0
## 11792          Urban             66.05 29.3    never smoked      0
## 11793          Urban             85.89 31.0          smokes      0
## 11795          Rural             84.07 31.0    never smoked      0
## 11797          Rural            202.91 36.1    never smoked      0
## 11799          Urban             83.00 27.8    never smoked      0
## 11800          Rural            118.03 35.5          smokes      1
## 11802          Urban             84.74 30.2    never smoked      0
## 11803          Urban            102.21 30.9    never smoked      0
## 11807          Rural             78.04 30.3    never smoked      0
## 11808          Rural             57.59 29.8    never smoked      0
## 11809          Urban             72.53 29.5    never smoked      0
## 11810          Urban            116.57 21.9          smokes      0
## 11812          Rural             89.61 30.9    never smoked      0
## 11813          Rural             80.52 32.2 formerly smoked      0
## 11814          Rural             85.86 25.3 formerly smoked      0
## 11815          Urban            111.17 35.9    never smoked      0
## 11817          Rural             99.16 19.9    never smoked      0
## 11819          Urban            228.74 28.4    never smoked      0
## 11821          Urban             94.31 22.4 formerly smoked      0
## 11822          Urban             93.49 17.7    never smoked      0
## 11823          Rural            198.02 25.3 formerly smoked      0
## 11824          Urban             76.55 55.4    never smoked      0
## 11825          Rural             72.38 36.7 formerly smoked      0
## 11826          Urban            230.76 30.9 formerly smoked      0
## 11828          Rural             87.95 41.2          smokes      0
## 11829          Urban            176.96 25.2          smokes      0
## 11830          Rural            211.82 27.7    never smoked      0
## 11832          Rural             95.07 28.7    never smoked      0
## 11833          Rural             63.50 22.2          smokes      0
## 11834          Rural             65.07 42.3    never smoked      0
## 11838          Rural             65.49 27.7          smokes      0
## 11840          Rural            185.60 53.3    never smoked      0
## 11841          Rural            116.24 27.1    never smoked      0
## 11842          Urban             80.52 34.1    never smoked      0
## 11843          Urban             80.54 29.2    never smoked      0
## 11844          Rural             94.86 28.4    never smoked      0
## 11845          Rural             82.12 29.6          smokes      0
## 11846          Urban            175.58 30.1          smokes      0
## 11848          Urban            210.85 32.2          smokes      0
## 11849          Rural            135.49 34.0 formerly smoked      0
## 11850          Rural            113.98 29.6    never smoked      0
## 11852          Urban             82.71 29.0 formerly smoked      0
## 11853          Rural             57.84 24.9    never smoked      0
## 11855          Urban             93.76 31.8    never smoked      0
## 11859          Urban             65.87 30.4          smokes      0
## 11860          Urban             86.68 27.9 formerly smoked      0
## 11861          Urban             94.67 23.1    never smoked      0
## 11862          Urban             67.35 31.0          smokes      0
## 11864          Urban             88.77 26.8    never smoked      0
## 11865          Urban             83.98 28.8    never smoked      0
## 11866          Rural            134.31 34.0    never smoked      0
## 11867          Rural            164.41 33.5          smokes      0
## 11868          Urban            108.58 26.4          smokes      0
## 11869          Rural            271.74 31.1          smokes      1
## 11871          Urban             83.55 34.7    never smoked      0
## 11872          Urban             79.13 27.9    never smoked      0
## 11873          Rural            109.32 26.6          smokes      0
## 11874          Urban             55.33 21.2          smokes      0
## 11875          Urban            104.27 24.9    never smoked      0
## 11876          Urban            136.34 24.5    never smoked      0
## 11877          Urban            129.14 28.5          smokes      0
## 11878          Urban            208.27 38.2    never smoked      0
## 11879          Rural            192.28 31.0    never smoked      0
## 11880          Urban             94.51 18.9 formerly smoked      0
## 11881          Urban            189.37 35.7    never smoked      0
## 11883          Rural             64.40 18.8    never smoked      0
## 11884          Urban            107.15 19.0          smokes      0
## 11885          Rural             97.92 26.9          smokes      1
## 11887          Urban            105.27 35.0    never smoked      0
## 11888          Urban            112.44 22.1          smokes      0
## 11889          Rural            119.01 18.5    never smoked      0
## 11890          Rural            114.91 37.8    never smoked      0
## 11892          Urban             86.64 26.3    never smoked      0
## 11893          Urban            132.12 43.5    never smoked      0
## 11895          Urban             83.06 39.3 formerly smoked      0
## 11897          Urban            200.62 35.8 formerly smoked      1
## 11898          Urban            100.99 27.9          smokes      0
## 11900          Urban            109.44 32.7    never smoked      0
## 11903          Rural            101.21 29.8 formerly smoked      0
## 11904          Rural             90.34 19.4 formerly smoked      0
## 11905          Urban             81.47 43.6          smokes      0
## 11907          Urban             67.49 35.0    never smoked      0
## 11908          Urban             76.22 34.1    never smoked      0
## 11909          Urban             63.20 25.5          smokes      0
## 11911          Rural             88.15 23.2    never smoked      0
## 11912          Rural            242.52 45.5 formerly smoked      1
## 11913          Rural             57.85 30.4    never smoked      0
## 11914          Rural             88.31 27.1    never smoked      0
## 11915          Rural            136.09 23.4          smokes      0
## 11916          Rural             94.44 23.5    never smoked      0
## 11917          Urban             69.15 37.7 formerly smoked      0
## 11918          Rural             72.53 50.8    never smoked      0
## 11919          Rural            112.12 24.9    never smoked      0
## 11920          Rural            100.10 40.5    never smoked      0
## 11923          Rural            112.25 33.3          smokes      0
## 11925          Rural             94.20 42.5          smokes      0
## 11927          Rural             97.47 31.5    never smoked      0
## 11930          Rural            148.59 38.0 formerly smoked      0
## 11931          Urban            182.63 41.8    never smoked      0
## 11933          Urban            142.41 29.6    never smoked      0
## 11934          Urban             98.51 24.0 formerly smoked      0
## 11935          Urban            101.36 27.3          smokes      0
## 11936          Rural             94.39 39.4    never smoked      0
## 11937          Rural             88.59 31.8    never smoked      0
## 11938          Urban             58.07 22.6    never smoked      0
## 11940          Urban            122.18 28.5 formerly smoked      0
## 11944          Urban            225.03 28.3 formerly smoked      0
## 11945          Urban             58.53 20.7          smokes      0
## 11946          Rural             87.92 25.2    never smoked      0
## 11947          Urban             68.74 34.2    never smoked      0
## 11948          Rural            114.77 27.7 formerly smoked      1
## 11949          Urban             98.93 27.2    never smoked      0
## 11951          Rural             88.49 21.8 formerly smoked      0
## 11956          Urban             75.39 32.4    never smoked      0
## 11957          Rural             94.95 30.9 formerly smoked      0
## 11958          Rural             80.17 27.3 formerly smoked      0
## 11960          Rural            107.06 36.3    never smoked      0
## 11962          Rural            227.62 28.8 formerly smoked      0
## 11963          Urban            106.84 27.0 formerly smoked      0
## 11964          Rural            101.44 22.1    never smoked      0
## 11966          Rural             99.87 18.3    never smoked      0
## 11967          Rural            108.51 27.5          smokes      0
## 11968          Urban            105.49 25.2    never smoked      0
## 11971          Rural             93.55 26.5    never smoked      0
## 11973          Rural            139.15 21.2    never smoked      0
## 11975          Rural             98.20 31.2    never smoked      0
## 11977          Urban             55.47 32.6    never smoked      0
## 11978          Rural             77.75 20.7 formerly smoked      0
## 11979          Urban            139.46 31.6    never smoked      0
## 11981          Urban             74.96 26.6    never smoked      1
## 11983          Urban            108.48 25.7    never smoked      0
## 11984          Rural             90.12 29.0          smokes      0
## 11985          Urban             81.95 31.9 formerly smoked      0
## 11988          Urban             83.55 23.6    never smoked      0
## 11989          Rural             90.09 25.7    never smoked      0
## 11990          Rural             55.35 28.0    never smoked      0
## 11991          Rural            150.32 43.6 formerly smoked      0
## 11992          Rural             98.98 28.3          smokes      0
## 11996          Rural             89.27 33.5 formerly smoked      0
## 11999          Urban             82.36 26.8    never smoked      0
## 12001          Urban             80.44 26.0    never smoked      0
## 12003          Urban             71.12 27.7          smokes      0
## 12004          Urban             80.03 22.4    never smoked      0
## 12005          Urban             61.12 29.4    never smoked      0
## 12006          Urban             89.43 27.9    never smoked      0
## 12007          Urban            112.39 21.4    never smoked      0
## 12009          Urban            222.43 22.3          smokes      0
## 12011          Urban             96.42 27.5    never smoked      0
## 12012          Urban             79.94 24.8    never smoked      0
## 12016          Rural             55.05 22.9    never smoked      0
## 12017          Urban             88.05 27.7 formerly smoked      0
## 12018          Urban            140.03 22.6    never smoked      0
## 12019          Rural            198.27 37.4          smokes      0
## 12020          Urban             76.95 28.0          smokes      0
## 12024          Urban             82.87 34.3    never smoked      0
## 12025          Rural             57.70 37.0          smokes      0
## 12026          Rural            120.29 46.9          smokes      0
## 12027          Rural            213.47 40.9    never smoked      0
## 12028          Urban            112.12 20.7 formerly smoked      0
## 12029          Rural            110.63 30.5    never smoked      0
## 12031          Urban             78.42 23.7    never smoked      0
## 12033          Urban            100.46 32.7    never smoked      0
## 12035          Urban             88.31 34.6          smokes      0
## 12036          Rural            102.41 26.5 formerly smoked      0
## 12037          Urban             89.33 31.4          smokes      0
## 12038          Rural            124.06 22.9    never smoked      0
## 12040          Rural             93.23 27.7    never smoked      0
## 12041          Urban            149.58 50.2    never smoked      0
## 12042          Urban             78.54 25.6 formerly smoked      0
## 12043          Rural             82.10 37.1          smokes      0
## 12044          Rural             90.69 24.4    never smoked      0
## 12046          Urban             84.04 26.8          smokes      0
## 12048          Rural            110.99 31.4    never smoked      0
## 12049          Rural            224.54 29.3          smokes      0
## 12050          Urban            105.97 28.2    never smoked      0
## 12051          Rural             79.42 30.8    never smoked      0
## 12052          Urban             96.48 23.1    never smoked      0
## 12054          Urban            121.58 19.6          smokes      0
## 12055          Rural            117.08 40.3    never smoked      0
## 12056          Rural             65.37 54.8          smokes      0
## 12057          Rural            130.24 31.5 formerly smoked      0
## 12059          Rural            107.01 28.0    never smoked      0
## 12060          Rural             93.05 38.3    never smoked      0
## 12061          Rural             70.71 27.5          smokes      0
## 12063          Rural            101.86 33.0          smokes      0
## 12064          Rural             60.28 29.8    never smoked      0
## 12065          Urban             90.15 22.6    never smoked      0
## 12066          Rural             91.97 28.2    never smoked      0
## 12069          Rural             76.38 27.0    never smoked      0
## 12070          Urban             60.48 25.6 formerly smoked      0
## 12074          Rural             59.62 47.7          smokes      0
## 12075          Urban            103.73 22.1 formerly smoked      0
## 12076          Urban             99.32 25.5    never smoked      0
## 12077          Urban             68.47 27.5    never smoked      0
## 12078          Rural            264.47 33.6    never smoked      0
## 12079          Urban            106.93 20.1    never smoked      0
## 12080          Rural             71.61 27.6          smokes      0
## 12081          Urban             89.30 20.1          smokes      0
## 12084          Rural             81.35 26.1 formerly smoked      0
## 12086          Rural             78.13 30.8    never smoked      0
## 12089          Rural             89.01 27.5 formerly smoked      0
## 12090          Rural            119.35 29.6          smokes      0
## 12091          Rural             73.13 23.3 formerly smoked      0
## 12092          Rural             68.70 23.5          smokes      0
## 12093          Urban            102.16 36.6    never smoked      0
## 12095          Rural            105.53 39.6    never smoked      0
## 12097          Urban             55.84 27.7          smokes      0
## 12098          Rural             75.19 31.9    never smoked      0
## 12100          Urban             79.57 21.0          smokes      0
## 12101          Urban            102.61 30.5    never smoked      0
## 12103          Urban             59.17 39.5    never smoked      0
## 12104          Urban            161.52 29.4    never smoked      0
## 12106          Urban             65.36 27.0    never smoked      0
## 12108          Rural            122.49 25.8 formerly smoked      0
## 12109          Rural             83.56 26.2    never smoked      0
## 12110          Urban             85.55 30.9    never smoked      0
## 12111          Rural             73.36 24.7    never smoked      0
## 12116          Urban             90.10 27.3 formerly smoked      0
## 12118          Rural             94.99 24.0 formerly smoked      0
## 12119          Urban             62.45 35.7    never smoked      0
## 12120          Rural             86.89 27.7 formerly smoked      0
## 12122          Urban             66.01 30.1 formerly smoked      0
## 12124          Urban             78.51 23.6    never smoked      0
## 12126          Urban            112.28 25.7 formerly smoked      0
## 12127          Urban             59.28 26.6 formerly smoked      0
## 12128          Rural            126.28 24.6    never smoked      0
## 12129          Urban            104.43 30.9    never smoked      0
## 12130          Urban             81.72 21.4 formerly smoked      0
## 12131          Urban            223.12 28.6    never smoked      0
## 12134          Urban            175.29 31.5 formerly smoked      1
## 12135          Rural            208.98 60.5    never smoked      0
## 12136          Rural             56.74 24.5 formerly smoked      0
## 12137          Urban             58.24 40.1    never smoked      0
## 12138          Rural            117.52 35.5    never smoked      0
## 12139          Rural             77.58 23.8    never smoked      0
## 12141          Urban             90.45 34.0    never smoked      0
## 12142          Rural            142.48 24.5    never smoked      0
## 12143          Rural            106.39 30.6          smokes      0
## 12144          Urban             84.90 28.1    never smoked      0
## 12146          Rural            214.79 22.2    never smoked      0
## 12147          Rural             89.35 25.5 formerly smoked      0
## 12148          Rural             82.06 26.8          smokes      0
## 12150          Rural             86.99 28.6    never smoked      0
## 12151          Rural             66.83 27.4    never smoked      0
## 12152          Rural            133.32 28.3 formerly smoked      0
## 12153          Urban             84.79 22.5          smokes      0
## 12154          Rural             58.28 29.9    never smoked      0
## 12155          Urban             80.88 32.5    never smoked      0
## 12158          Urban             86.79 39.5    never smoked      0
## 12159          Rural            212.92 39.9          smokes      0
## 12160          Urban            100.61 22.7          smokes      0
## 12162          Rural             80.33 30.6    never smoked      0
## 12163          Urban             62.67 32.0 formerly smoked      0
## 12164          Rural             63.87 37.1    never smoked      0
## 12165          Urban             71.52 29.8          smokes      0
## 12166          Urban            102.82 23.7 formerly smoked      0
## 12167          Rural             93.53 20.2 formerly smoked      0
## 12168          Urban            102.55 36.2 formerly smoked      0
## 12169          Urban             90.11 26.7          smokes      0
## 12170          Urban            115.02 28.4    never smoked      0
## 12171          Rural            191.22 47.1 formerly smoked      0
## 12172          Urban            111.97 21.4 formerly smoked      0
## 12179          Rural             80.90 24.2    never smoked      0
## 12180          Urban             58.84 23.7    never smoked      0
## 12181          Urban             71.41 24.1 formerly smoked      0
## 12183          Urban             65.06 29.9          smokes      0
## 12184          Rural            122.77 27.7 formerly smoked      0
## 12185          Urban             81.12 26.1          smokes      0
## 12186          Rural             93.53 26.1 formerly smoked      0
## 12187          Rural             93.61 17.9    never smoked      0
## 12188          Rural             80.85 27.7 formerly smoked      0
## 12189          Rural             84.34 25.3    never smoked      0
## 12190          Urban            107.13 29.4 formerly smoked      0
## 12191          Urban             57.19 26.2 formerly smoked      0
## 12192          Rural            133.56 23.0    never smoked      0
## 12194          Urban             92.29 26.5          smokes      0
## 12197          Rural            165.24 26.3          smokes      0
## 12198          Rural             95.33 21.2 formerly smoked      0
## 12199          Rural             76.95 29.6          smokes      0
## 12201          Urban             73.31 28.8          smokes      0
## 12202          Urban             99.03 35.4          smokes      0
## 12205          Rural             78.34 23.1    never smoked      0
## 12207          Urban             91.15 33.0    never smoked      0
## 12208          Rural             95.23 22.2    never smoked      0
## 12209          Rural             57.33 30.1    never smoked      0
## 12210          Rural            115.94 32.8 formerly smoked      0
## 12211          Rural             97.86 28.6 formerly smoked      0
## 12213          Urban            195.57 23.7    never smoked      0
## 12214          Urban            106.50 39.4          smokes      0
## 12215          Urban             60.47 26.2    never smoked      0
## 12217          Rural            147.32 24.5          smokes      0
## 12218          Rural            189.66 27.2    never smoked      0
## 12219          Urban             97.46 24.3    never smoked      0
## 12222          Urban            147.65 39.7    never smoked      0
## 12223          Urban            226.68 37.8          smokes      0
## 12225          Rural            216.26 29.6 formerly smoked      0
## 12226          Rural             94.87 40.5 formerly smoked      0
## 12229          Rural             79.71 32.3 formerly smoked      0
## 12230          Urban             78.00 24.8          smokes      0
## 12231          Rural             87.34 27.5    never smoked      0
## 12234          Urban             78.46 19.2    never smoked      0
## 12235          Urban             81.01 32.1    never smoked      0
## 12237          Urban             57.81 36.5    never smoked      0
## 12238          Rural             85.28 51.0          smokes      0
## 12239          Rural             77.30 28.4    never smoked      0
## 12240          Urban             77.98 26.7 formerly smoked      0
## 12241          Urban             85.54 28.5    never smoked      0
## 12242          Rural             90.00 32.0    never smoked      1
## 12243          Urban             95.27 29.8    never smoked      0
## 12244          Rural            214.21 38.2 formerly smoked      0
## 12246          Urban            106.55 33.1    never smoked      0
## 12247          Rural            109.47 30.8    never smoked      1
## 12249          Urban             93.00 23.3          smokes      0
## 12250          Urban            103.29 31.7 formerly smoked      0
## 12251          Rural             87.63 28.5    never smoked      0
## 12252          Urban            124.66 24.6    never smoked      0
## 12254          Urban             72.39 25.6          smokes      0
## 12255          Rural             71.13 27.7          smokes      0
## 12256          Rural            109.87 30.0          smokes      0
## 12257          Rural             65.34 25.0 formerly smoked      0
## 12260          Urban            107.57 19.6 formerly smoked      0
## 12262          Rural             86.15 24.0    never smoked      0
## 12264          Rural            107.57 27.5    never smoked      0
## 12265          Rural            116.59 25.5    never smoked      0
## 12267          Urban             77.19 24.2          smokes      0
## 12268          Urban             58.91 26.6    never smoked      0
## 12269          Rural            175.28 37.1    never smoked      0
## 12272          Rural            105.93 29.0          smokes      0
## 12273          Urban             68.73 29.9          smokes      0
## 12274          Urban            121.04 30.0          smokes      0
## 12275          Urban             79.62 33.1 formerly smoked      0
## 12276          Urban            118.74 32.5 formerly smoked      0
## 12279          Urban             77.09 17.1 formerly smoked      0
## 12281          Rural            144.49 25.8    never smoked      0
## 12283          Urban            122.59 24.0    never smoked      0
## 12284          Rural            224.17 30.2          smokes      0
## 12285          Urban             84.34 27.7    never smoked      0
## 12286          Urban             91.71 30.2          smokes      0
## 12287          Urban            223.28 27.7 formerly smoked      0
## 12288          Urban            139.92 27.3    never smoked      0
## 12289          Rural             96.94 27.7          smokes      0
## 12290          Urban             97.97 38.0    never smoked      0
## 12292          Urban             86.83 32.6    never smoked      0
## 12293          Rural            111.66 30.8          smokes      0
## 12295          Rural             83.77 27.1 formerly smoked      0
## 12297          Urban             71.08 24.9    never smoked      0
## 12298          Urban            117.22 41.9    never smoked      0
## 12299          Urban            102.49 37.1    never smoked      0
## 12300          Urban             86.19 29.5    never smoked      0
## 12301          Urban             79.34 26.2          smokes      0
## 12302          Rural             93.41 31.5    never smoked      0
## 12303          Rural             85.82 22.8    never smoked      0
## 12304          Urban             71.92 37.2    never smoked      0
## 12305          Rural            105.04 26.3    never smoked      0
## 12308          Rural            111.64 36.5 formerly smoked      0
## 12312          Urban             92.60 22.9          smokes      0
## 12316          Rural             83.92 19.2    never smoked      0
## 12317          Rural             69.98 37.3    never smoked      0
## 12320          Rural             99.90 31.7 formerly smoked      0
## 12322          Urban            112.30 38.3          smokes      0
## 12323          Urban             73.00 21.8    never smoked      0
## 12324          Rural             75.28 34.1 formerly smoked      0
## 12326          Rural            111.71 29.9    never smoked      0
## 12327          Rural             83.30 27.3    never smoked      0
## 12328          Urban             90.77 33.7 formerly smoked      0
## 12329          Urban             60.19 27.3          smokes      0
## 12330          Urban             71.56 24.9    never smoked      0
## 12331          Urban            211.99 31.5    never smoked      0
## 12332          Rural             91.76 32.9 formerly smoked      0
## 12334          Rural             87.10 29.0 formerly smoked      0
## 12335          Rural             57.38 30.7          smokes      0
## 12336          Rural             72.18 34.3          smokes      0
## 12337          Urban             89.46 40.5          smokes      0
## 12339          Rural            195.53 36.1 formerly smoked      0
## 12340          Urban             69.59 26.9    never smoked      0
## 12341          Rural            110.24 28.0    never smoked      0
## 12342          Rural            113.42 35.8    never smoked      0
## 12344          Rural            139.85 28.4          smokes      0
## 12345          Rural            238.14 26.6    never smoked      0
## 12346          Rural             63.17 30.0    never smoked      0
## 12347          Rural             81.46 28.6          smokes      0
## 12348          Urban             80.50 16.1    never smoked      0
## 12349          Urban             64.32 25.9    never smoked      0
## 12350          Rural             93.20 33.5          smokes      0
## 12351          Rural            240.78 39.0    never smoked      0
## 12352          Rural             92.90 38.9    never smoked      0
## 12353          Rural             89.60 24.0          smokes      0
## 12354          Rural             80.06 23.8    never smoked      0
## 12356          Rural            102.23 56.9 formerly smoked      0
## 12357          Rural            116.70 25.9          smokes      0
## 12358          Urban            109.01 39.7    never smoked      0
## 12359          Urban             88.90 25.5 formerly smoked      0
## 12362          Urban            215.02 32.8          smokes      0
## 12364          Urban             91.37 25.4          smokes      0
## 12365          Urban            104.69 23.6    never smoked      0
## 12366          Rural             89.76 34.5 formerly smoked      0
## 12368          Rural             87.85 31.1          smokes      1
## 12369          Urban             88.13 27.1          smokes      0
## 12371          Rural             60.05 31.3    never smoked      0
## 12373          Urban             69.93 30.9    never smoked      0
## 12374          Urban            207.27 24.5 formerly smoked      0
## 12375          Rural            211.73 46.9    never smoked      0
## 12376          Urban             77.38 19.4          smokes      0
## 12379          Rural            122.20 35.8    never smoked      0
## 12380          Rural             67.35 27.1    never smoked      0
## 12381          Rural             96.10 29.2 formerly smoked      0
## 12384          Rural            103.24 26.1    never smoked      0
## 12385          Urban            109.59 26.8    never smoked      0
## 12386          Rural             71.89 27.1 formerly smoked      0
## 12387          Urban            106.74 33.0 formerly smoked      1
## 12388          Rural             71.48 19.2    never smoked      0
## 12389          Urban            137.71 23.8    never smoked      0
## 12391          Rural            211.70 28.2 formerly smoked      0
## 12393          Urban            109.03 23.4    never smoked      0
## 12394          Rural             75.81 30.4    never smoked      0
## 12395          Urban             83.91 29.1    never smoked      0
## 12398          Urban             77.44 34.0          smokes      0
## 12400          Rural             80.13 23.4    never smoked      1
## 12402          Rural             78.21 28.6 formerly smoked      0
## 12405          Urban            205.47 28.7    never smoked      0
## 12406          Urban             82.71 34.0          smokes      0
## 12407          Urban            218.39 36.8    never smoked      0
## 12409          Urban             88.54 35.6    never smoked      0
## 12411          Rural            219.13 24.3 formerly smoked      0
## 12412          Rural            210.60 31.2          smokes      0
## 12413          Rural             92.78 31.2 formerly smoked      0
## 12414          Rural             63.35 32.5 formerly smoked      0
## 12415          Rural             83.89 36.8 formerly smoked      0
## 12416          Urban             62.53 30.0 formerly smoked      0
## 12417          Rural            190.20 33.0          smokes      0
## 12418          Urban             90.19 26.9    never smoked      1
## 12420          Rural            178.45 24.7    never smoked      0
## 12421          Urban             80.92 37.6 formerly smoked      0
## 12422          Urban             77.30 19.3 formerly smoked      0
## 12423          Rural             81.87 26.5    never smoked      0
## 12425          Rural            110.77 41.6    never smoked      0
## 12426          Urban             81.02 29.0    never smoked      0
## 12427          Urban            225.80 43.3 formerly smoked      0
## 12431          Rural             79.27 27.0          smokes      0
## 12432          Urban            122.77 35.0    never smoked      0
## 12433          Rural            139.38 28.1 formerly smoked      0
## 12434          Rural             94.82 24.9          smokes      0
## 12436          Rural             79.34 28.4    never smoked      0
## 12437          Rural             84.27 43.0 formerly smoked      0
## 12438          Urban             86.99 31.0    never smoked      0
## 12439          Rural            113.68 20.4          smokes      0
## 12440          Urban            108.78 26.5    never smoked      0
## 12441          Rural             72.00 30.8    never smoked      0
## 12442          Urban             90.74 34.5    never smoked      0
## 12443          Rural             96.84 24.4    never smoked      0
## 12444          Urban            101.50 26.3    never smoked      0
## 12445          Urban             89.55 29.7    never smoked      0
## 12448          Rural            129.21 39.0    never smoked      0
## 12449          Urban             98.90 28.1 formerly smoked      0
## 12450          Rural             97.07 23.8 formerly smoked      0
## 12452          Rural             89.03 32.1    never smoked      0
## 12453          Urban             89.75 34.4    never smoked      0
## 12454          Rural             71.56 19.7          smokes      0
## 12455          Urban            127.08 28.1 formerly smoked      0
## 12456          Rural            109.28 19.7    never smoked      0
## 12458          Rural             82.58 32.6          smokes      0
## 12460          Rural            218.81 28.3 formerly smoked      0
## 12461          Rural             68.87 28.5    never smoked      0
## 12462          Rural             98.79 28.9          smokes      0
## 12463          Urban            214.93 32.1    never smoked      0
## 12464          Rural             97.91 34.8 formerly smoked      0
## 12466          Urban             80.41 30.6    never smoked      0
## 12468          Urban             83.43 19.2    never smoked      0
## 12469          Rural            212.66 29.3 formerly smoked      0
## 12470          Urban            143.28 26.0    never smoked      0
## 12472          Urban            104.64 19.0 formerly smoked      0
## 12473          Urban             91.10 19.3    never smoked      0
## 12474          Rural            115.58 26.1    never smoked      0
## 12475          Urban             78.43 30.8    never smoked      0
## 12477          Urban            109.06 22.1    never smoked      0
## 12478          Urban             70.57 27.1    never smoked      0
## 12479          Rural             86.24 24.3 formerly smoked      0
## 12480          Urban             65.00 27.8 formerly smoked      0
## 12481          Urban             56.54 24.8    never smoked      0
## 12482          Urban            109.33 26.6          smokes      0
## 12483          Rural             86.58 40.8    never smoked      0
## 12484          Rural             86.15 50.3    never smoked      0
## 12485          Rural            120.49 25.5          smokes      0
## 12486          Urban             57.24 42.0 formerly smoked      0
## 12487          Rural             86.69 54.1    never smoked      0
## 12488          Urban            163.37 37.8    never smoked      0
## 12489          Rural             86.64 36.6    never smoked      0
## 12492          Urban            114.62 35.0          smokes      0
## 12493          Urban            121.64 26.1    never smoked      0
## 12494          Urban            108.30 33.9    never smoked      0
## 12495          Urban            116.07 20.0    never smoked      0
## 12496          Rural            265.09 24.3    never smoked      0
## 12498          Urban             84.49 32.6    never smoked      0
## 12501          Rural             82.55 24.3          smokes      0
## 12503          Urban             99.08 26.6    never smoked      0
## 12504          Rural             82.59 27.0    never smoked      0
## 12505          Rural             62.10 22.5          smokes      0
## 12507          Rural            111.34 30.4          smokes      0
## 12510          Rural             79.80 25.1    never smoked      0
## 12512          Urban             70.95 27.9          smokes      0
## 12515          Rural            126.66 27.5    never smoked      0
## 12517          Urban            208.23 27.7    never smoked      0
## 12519          Rural             97.05 30.8    never smoked      0
## 12521          Urban             82.42 44.0    never smoked      0
## 12522          Rural             66.87 26.0 formerly smoked      0
## 12524          Urban             67.47 23.4    never smoked      0
## 12525          Urban             69.97 41.6    never smoked      0
## 12527          Rural             76.93 26.2 formerly smoked      0
## 12528          Urban             56.94 28.4 formerly smoked      0
## 12529          Rural            182.84 26.2    never smoked      0
## 12530          Urban            113.60 29.1          smokes      0
## 12531          Rural             60.43 41.7 formerly smoked      0
## 12532          Urban             91.79 29.7          smokes      0
## 12535          Rural             92.01 24.2          smokes      0
## 12536          Rural            128.81 26.7 formerly smoked      0
## 12538          Urban            133.91 21.3    never smoked      0
## 12542          Rural            189.11 36.0    never smoked      0
## 12543          Urban            152.12 35.3    never smoked      0
## 12545          Rural             95.44 34.1    never smoked      0
## 12546          Rural             94.84 32.5    never smoked      0
## 12547          Urban             63.31 35.9    never smoked      0
## 12548          Rural            108.98 28.6    never smoked      0
## 12549          Rural            110.70 35.5    never smoked      0
## 12550          Rural             76.08 37.2          smokes      0
## 12551          Rural             86.02 37.6    never smoked      0
## 12553          Urban            106.83 27.6 formerly smoked      0
## 12554          Urban             79.99 26.8          smokes      0
## 12555          Rural             65.86 20.9    never smoked      0
## 12556          Rural             98.86 21.2          smokes      0
## 12557          Urban             98.52 21.0    never smoked      0
## 12559          Urban            103.19 23.0    never smoked      0
## 12560          Rural             94.63 30.9          smokes      0
## 12561          Rural             76.70 31.7    never smoked      0
## 12562          Urban             89.69 33.3    never smoked      0
## 12564          Urban             80.57 60.2    never smoked      0
## 12566          Urban            108.98 24.5 formerly smoked      0
## 12567          Rural             82.61 21.6 formerly smoked      0
## 12568          Rural            105.95 38.4 formerly smoked      0
## 12569          Rural             89.77 24.6 formerly smoked      0
## 12572          Urban            102.25 25.1 formerly smoked      0
## 12573          Rural            195.99 28.2 formerly smoked      0
## 12574          Urban             96.51 30.8    never smoked      0
## 12575          Rural             66.82 39.0          smokes      0
## 12576          Rural             90.71 30.4    never smoked      0
## 12577          Rural             84.92 28.1 formerly smoked      0
## 12579          Urban             86.42 28.1          smokes      0
## 12580          Rural             87.14 27.7    never smoked      0
## 12581          Urban            107.07 32.8    never smoked      0
## 12582          Rural             78.73 31.7    never smoked      0
## 12583          Urban             79.74 21.6    never smoked      0
## 12584          Rural             81.10 26.3 formerly smoked      0
## 12585          Urban             75.69 27.5    never smoked      0
## 12586          Rural            186.68 47.3    never smoked      0
## 12588          Rural            103.77 29.3          smokes      0
## 12590          Rural            101.25 24.3    never smoked      0
## 12591          Urban             72.27 25.9    never smoked      0
## 12592          Rural             83.12 21.7    never smoked      0
## 12594          Urban             83.24 26.3    never smoked      1
## 12595          Rural             94.38 39.8          smokes      0
## 12598          Rural             70.79 24.8    never smoked      0
## 12599          Rural             62.94 53.2 formerly smoked      0
## 12600          Rural             94.96 30.8 formerly smoked      0
## 12602          Urban            224.24 38.5    never smoked      0
## 12604          Urban            104.65 32.0          smokes      0
## 12606          Rural             67.21 38.1    never smoked      0
## 12607          Rural             72.72 26.6    never smoked      0
## 12609          Rural            133.49 36.8    never smoked      0
## 12610          Rural             67.45 33.9 formerly smoked      0
## 12611          Urban            109.26 31.8 formerly smoked      0
## 12612          Rural            108.15 37.7    never smoked      0
## 12614          Rural             97.34 23.6          smokes      0
## 12615          Urban             98.22 32.1    never smoked      0
## 12616          Urban             58.88 32.7 formerly smoked      0
## 12617          Rural             81.20 33.3 formerly smoked      0
## 12618          Rural             59.04 32.7 formerly smoked      0
## 12621          Urban             55.35 35.4 formerly smoked      0
## 12623          Urban            215.27 29.8 formerly smoked      0
## 12624          Rural            141.46 21.4 formerly smoked      0
## 12625          Rural             90.40 28.3    never smoked      0
## 12627          Rural             78.05 41.4    never smoked      0
## 12628          Urban            210.29 25.0    never smoked      0
## 12629          Rural             84.00 22.5    never smoked      0
## 12630          Rural            199.02 26.1          smokes      0
## 12631          Rural             58.87 24.7    never smoked      0
## 12633          Urban            232.11 34.9          smokes      0
## 12634          Rural            222.38 30.9    never smoked      0
## 12635          Urban             84.43 30.1          smokes      0
## 12636          Urban             99.56 26.4    never smoked      0
## 12638          Urban            139.19 34.1    never smoked      0
## 12639          Rural            244.84 28.4    never smoked      0
## 12640          Rural             77.60 19.5    never smoked      0
## 12641          Urban             93.74 41.4    never smoked      0
## 12643          Rural             88.37 35.5    never smoked      0
## 12644          Rural             85.91 27.0    never smoked      0
## 12645          Urban            105.48 29.7    never smoked      0
## 12646          Urban             74.13 28.1    never smoked      0
## 12647          Rural            124.42 29.6          smokes      0
## 12649          Rural            164.30 31.1    never smoked      0
## 12651          Urban             75.54 35.4 formerly smoked      0
## 12652          Urban             82.13 26.4    never smoked      0
## 12653          Rural            191.40 35.1    never smoked      0
## 12654          Rural            212.86 29.3    never smoked      0
## 12656          Urban            176.26 35.4 formerly smoked      0
## 12657          Rural             78.80 34.0    never smoked      0
## 12659          Urban             60.18 41.9 formerly smoked      0
## 12660          Rural            124.77 27.8    never smoked      0
## 12662          Rural            169.26 35.1    never smoked      0
## 12663          Urban            111.68 28.3    never smoked      0
## 12664          Rural             96.60 26.2    never smoked      0
## 12665          Rural             83.31 31.4    never smoked      0
## 12667          Urban             70.47 25.4    never smoked      0
## 12668          Rural             85.92 34.9 formerly smoked      0
## 12670          Rural            127.66 26.3          smokes      0
## 12671          Rural            112.48 29.0          smokes      0
## 12672          Urban            196.57 27.7    never smoked      0
## 12673          Urban            163.77 23.2 formerly smoked      0
## 12674          Rural             90.24 20.8    never smoked      0
## 12675          Rural            119.01 17.3 formerly smoked      0
## 12676          Urban            106.86 40.8 formerly smoked      0
## 12677          Urban             91.51 25.1    never smoked      0
## 12679          Urban            155.64 32.1 formerly smoked      0
## 12680          Urban             75.89 28.9 formerly smoked      0
## 12682          Rural            103.43 27.3 formerly smoked      1
## 12683          Urban             68.64 28.2    never smoked      0
## 12684          Urban            139.74 20.1 formerly smoked      0
## 12685          Urban             90.53 30.7    never smoked      0
## 12686          Urban             64.83 36.3    never smoked      0
## 12689          Urban             78.85 38.9    never smoked      0
## 12691          Rural            154.71 28.0 formerly smoked      0
## 12692          Urban            105.48 22.8    never smoked      0
## 12693          Rural             69.13 22.4 formerly smoked      0
## 12694          Rural             89.89 19.7    never smoked      0
## 12696          Urban             85.41 21.3    never smoked      0
## 12699          Urban             84.95 21.1    never smoked      0
## 12700          Urban            174.75 22.5 formerly smoked      0
## 12701          Rural             55.64 27.3 formerly smoked      0
## 12702          Urban             64.80 36.5    never smoked      0
## 12703          Urban             62.64 26.4 formerly smoked      0
## 12704          Rural            156.84 30.7 formerly smoked      0
## 12705          Urban             98.13 46.2          smokes      0
## 12707          Rural            208.63 21.2          smokes      0
## 12708          Urban             99.94 27.8    never smoked      0
## 12709          Urban            174.93 29.8    never smoked      0
## 12710          Urban             58.59 28.6 formerly smoked      0
## 12713          Rural             61.10 29.8    never smoked      0
## 12714          Urban            104.09 25.3          smokes      0
## 12716          Urban             78.81 30.3    never smoked      0
## 12718          Urban             78.66 27.9    never smoked      0
## 12719          Rural            234.13 35.0          smokes      0
## 12721          Urban             86.73 26.1 formerly smoked      0
## 12722          Urban             61.63 32.0 formerly smoked      0
## 12723          Urban             93.24 47.9    never smoked      0
## 12724          Urban             98.49 27.7 formerly smoked      0
## 12727          Rural             87.42 28.8    never smoked      0
## 12730          Rural            122.69 34.6    never smoked      0
## 12732          Rural             69.65 23.3    never smoked      0
## 12733          Urban            110.77 22.4    never smoked      0
## 12734          Rural            216.55 28.8 formerly smoked      0
## 12735          Rural            105.24 22.8    never smoked      0
## 12736          Rural             65.87 23.2    never smoked      0
## 12737          Urban             77.25 36.1 formerly smoked      0
## 12738          Urban             87.31 29.6    never smoked      0
## 12739          Rural             94.69 22.6    never smoked      0
## 12740          Urban             82.57 27.3    never smoked      0
## 12741          Urban            228.86 30.7          smokes      0
## 12742          Urban            100.05 27.9          smokes      0
## 12744          Urban             91.40 32.9    never smoked      0
## 12745          Rural             96.46 25.0    never smoked      0
## 12746          Rural            103.67 30.0 formerly smoked      0
## 12747          Urban             93.95 28.7    never smoked      0
## 12749          Rural             78.43 29.9    never smoked      0
## 12750          Rural            117.73 26.0          smokes      0
## 12752          Urban            120.14 28.0          smokes      0
## 12755          Rural             64.51 38.4    never smoked      0
## 12758          Rural             88.71 25.5    never smoked      0
## 12759          Rural            107.74 22.7    never smoked      0
## 12760          Rural             99.35 40.6    never smoked      0
## 12761          Urban            221.78 31.9    never smoked      0
## 12762          Rural            103.88 23.7    never smoked      0
## 12763          Rural             60.42 29.2 formerly smoked      0
## 12764          Urban             55.69 22.0    never smoked      0
## 12766          Urban             61.00 28.8          smokes      0
## 12767          Rural            202.68 42.1    never smoked      0
## 12768          Rural             93.68 21.5    never smoked      0
## 12769          Urban             82.48 42.9          smokes      0
## 12770          Urban             89.18 22.9    never smoked      0
## 12772          Urban            118.65 34.7    never smoked      0
## 12773          Urban             85.53 20.8    never smoked      0
## 12774          Urban            221.80 23.0    never smoked      0
## 12775          Urban             56.20 30.6          smokes      0
## 12777          Urban            102.66 30.8 formerly smoked      0
## 12778          Urban            191.36 35.8 formerly smoked      0
## 12779          Urban            108.98 27.7          smokes      0
## 12781          Urban             80.41 34.2 formerly smoked      0
## 12782          Urban            109.77 30.6    never smoked      0
## 12783          Urban             97.75 35.1    never smoked      0
## 12784          Rural             60.90 26.1    never smoked      0
## 12785          Urban            111.64 26.2    never smoked      0
## 12787          Urban             62.19 32.5    never smoked      0
## 12788          Urban            208.65 30.7    never smoked      1
## 12790          Rural             85.65 26.7    never smoked      0
## 12792          Urban            100.23 32.0 formerly smoked      0
## 12793          Urban             97.97 21.9          smokes      0
## 12794          Urban             92.17 23.0    never smoked      0
## 12795          Urban            113.98 30.6          smokes      0
## 12797          Urban             65.11 64.0          smokes      0
## 12799          Urban            161.92 25.0 formerly smoked      0
## 12800          Rural            237.07 43.5    never smoked      0
## 12802          Urban             63.89 36.8    never smoked      0
## 12804          Rural             80.31 17.8          smokes      0
## 12805          Urban             81.33 48.3          smokes      0
## 12807          Rural            183.01 27.7    never smoked      0
## 12809          Rural             87.15 28.5    never smoked      0
## 12812          Rural            244.90 49.2          smokes      0
## 12813          Urban             58.13 35.0    never smoked      0
## 12814          Urban            189.47 43.8          smokes      0
## 12815          Rural            127.96 26.1    never smoked      0
## 12816          Rural             66.79 27.8    never smoked      0
## 12817          Rural            209.21 43.1    never smoked      0
## 12818          Urban            152.09 19.8    never smoked      0
## 12820          Rural             91.14 32.4 formerly smoked      0
## 12821          Rural             58.55 32.9    never smoked      0
## 12822          Urban            120.17 28.1 formerly smoked      0
## 12823          Rural             85.73 26.3          smokes      0
## 12824          Urban             84.15 19.6          smokes      0
## 12825          Urban             74.85 27.7 formerly smoked      0
## 12826          Rural            169.90 27.7    never smoked      0
## 12827          Rural             85.20 23.4    never smoked      0
## 12828          Urban             74.11 20.5    never smoked      1
## 12829          Rural             81.69 40.0    never smoked      0
## 12830          Rural             86.98 29.5 formerly smoked      0
## 12831          Urban             67.43 22.4          smokes      0
## 12833          Urban             77.62 25.4 formerly smoked      0
## 12834          Rural             61.80 23.1 formerly smoked      0
## 12835          Rural            145.73 24.0          smokes      0
## 12836          Urban             95.84 21.5    never smoked      1
## 12837          Urban             78.32 31.5 formerly smoked      0
## 12839          Urban             71.75 34.9    never smoked      0
## 12841          Urban            205.33 31.0          smokes      1
## 12842          Rural            162.89 34.6 formerly smoked      0
## 12844          Urban             91.25 31.2 formerly smoked      0
## 12845          Rural             75.48 27.7 formerly smoked      0
## 12846          Rural            107.85 31.0    never smoked      0
## 12848          Rural             73.87 29.9 formerly smoked      0
## 12849          Urban             99.18 26.9 formerly smoked      0
## 12850          Urban             78.60 35.6    never smoked      0
## 12851          Rural            103.61 30.0          smokes      0
## 12854          Rural            102.25 21.0    never smoked      0
## 12855          Rural            114.70 34.4    never smoked      0
## 12856          Urban            158.41 26.7 formerly smoked      0
## 12857          Rural            101.53 32.2          smokes      0
## 12859          Rural            143.98 28.6    never smoked      0
## 12860          Urban            260.54 27.7          smokes      0
## 12862          Urban             95.90 33.6    never smoked      0
## 12863          Urban             74.20 29.4 formerly smoked      0
## 12864          Rural            244.95 36.1 formerly smoked      0
## 12865          Rural             92.40 31.0          smokes      0
## 12866          Urban            225.45 33.0 formerly smoked      0
## 12867          Urban            252.67 38.5          smokes      0
## 12868          Rural             86.56 27.7 formerly smoked      0
## 12870          Urban            141.49 33.5 formerly smoked      0
## 12871          Urban             76.54 38.6    never smoked      0
## 12872          Rural            108.17 20.2          smokes      0
## 12873          Urban             89.97 31.0          smokes      0
## 12875          Rural            116.36 44.6 formerly smoked      0
## 12876          Rural             86.08 30.8    never smoked      0
## 12877          Urban            116.10 27.1    never smoked      1
## 12878          Rural             71.69 40.3          smokes      0
## 12879          Urban             87.86 24.0    never smoked      0
## 12880          Rural            155.14 31.6    never smoked      0
## 12882          Urban             71.68 33.0 formerly smoked      0
## 12884          Urban             59.37 21.1 formerly smoked      0
## 12885          Urban            175.37 37.6          smokes      0
## 12887          Urban             86.27 34.1    never smoked      0
## 12888          Urban            210.40 40.0          smokes      1
## 12889          Rural            146.84 39.6    never smoked      0
## 12890          Urban             64.54 28.6    never smoked      0
## 12891          Rural            157.43 27.9    never smoked      0
## 12892          Urban             88.09 32.6    never smoked      0
## 12894          Urban             72.32 30.7    never smoked      0
## 12895          Urban             93.99 31.1    never smoked      0
## 12896          Urban             80.52 31.2          smokes      0
## 12897          Urban            257.06 31.8          smokes      0
## 12898          Rural             94.10 23.7 formerly smoked      0
## 12899          Rural            136.58 25.9          smokes      0
## 12900          Rural            234.06 43.7 formerly smoked      0
## 12902          Urban             83.91 38.0          smokes      0
## 12904          Urban             84.48 29.9    never smoked      0
## 12905          Urban            113.98 24.7    never smoked      0
## 12906          Urban            100.28 31.3    never smoked      0
## 12907          Urban             59.45 18.1    never smoked      0
## 12909          Rural             76.99 43.7 formerly smoked      0
## 12910          Rural            105.91 30.7    never smoked      0
## 12912          Rural             73.35 33.1    never smoked      0
## 12913          Urban            192.61 32.5 formerly smoked      0
## 12914          Rural             88.34 29.7 formerly smoked      0
## 12915          Rural             90.52 32.2    never smoked      0
## 12916          Rural             59.72 24.2    never smoked      0
## 12917          Urban             88.56 33.2    never smoked      0
## 12919          Urban            107.90 22.7          smokes      0
## 12920          Rural             63.26 26.8    never smoked      0
## 12921          Rural             79.12 21.7 formerly smoked      0
## 12922          Urban             94.19 34.0    never smoked      0
## 12923          Rural             82.87 21.1    never smoked      0
## 12924          Rural            134.29 41.6 formerly smoked      0
## 12925          Rural             67.77 31.5          smokes      0
## 12926          Urban            226.33 32.7 formerly smoked      0
## 12927          Rural             68.50 35.3 formerly smoked      0
## 12929          Urban             76.34 20.1          smokes      0
## 12930          Urban             80.90 21.8          smokes      0
## 12933          Urban            134.58 19.5    never smoked      0
## 12935          Urban            110.45 27.7 formerly smoked      0
## 12936          Rural             92.95 37.0    never smoked      0
## 12937          Rural             92.78 23.3 formerly smoked      0
## 12939          Urban             65.53 36.9 formerly smoked      0
## 12941          Rural            195.72 42.1 formerly smoked      0
## 12942          Rural             61.55 27.9    never smoked      0
## 12943          Rural            125.17 31.8 formerly smoked      0
## 12944          Rural             68.70 23.4    never smoked      0
## 12945          Rural            166.74 20.3 formerly smoked      0
## 12946          Urban             69.39 28.3    never smoked      0
## 12949          Rural             73.33 27.5    never smoked      0
## 12950          Urban             74.64 26.2    never smoked      0
## 12951          Urban             55.36 24.5 formerly smoked      0
## 12952          Rural             89.90 27.2    never smoked      0
## 12953          Rural            105.50 21.2 formerly smoked      0
## 12954          Rural             89.71 31.4    never smoked      0
## 12955          Rural             71.98 34.5 formerly smoked      0
## 12956          Rural             84.48 39.1          smokes      0
## 12957          Urban             91.88 27.7    never smoked      0
## 12959          Urban             93.59 47.3          smokes      0
## 12960          Rural             81.94 26.1    never smoked      0
## 12961          Urban             96.82 36.5    never smoked      0
## 12964          Rural            115.88 26.3          smokes      0
## 12965          Rural             87.97 26.5    never smoked      0
## 12966          Rural            101.34 33.4    never smoked      0
## 12967          Rural             73.49 28.3          smokes      0
## 12968          Urban             85.32 31.2 formerly smoked      0
## 12969          Rural             87.50 36.0    never smoked      0
## 12971          Rural             80.42 42.1    never smoked      0
## 12972          Urban            107.78 24.1 formerly smoked      0
## 12973          Urban            206.88 32.1    never smoked      0
## 12977          Rural             94.02 27.5    never smoked      0
## 12979          Rural             98.58 35.6    never smoked      0
## 12980          Rural            188.63 25.1    never smoked      0
## 12981          Rural             85.43 53.0          smokes      0
## 12983          Rural             85.48 29.6 formerly smoked      0
## 12984          Rural             75.03 31.5 formerly smoked      0
## 12985          Urban            103.84 22.2          smokes      0
## 12986          Urban             79.45 30.6    never smoked      0
## 12987          Urban             92.12 32.7    never smoked      0
## 12989          Rural            220.72 40.4          smokes      0
## 12991          Urban            259.33 45.5          smokes      0
## 12993          Urban            114.50 26.9    never smoked      0
## 12994          Rural             69.92 26.2    never smoked      0
## 12996          Urban            101.01 28.1    never smoked      0
## 12997          Rural            213.64 37.2    never smoked      0
## 12998          Rural            114.68 22.9    never smoked      0
## 13001          Urban             77.10 23.6 formerly smoked      0
## 13003          Urban             58.60 29.1    never smoked      0
## 13005          Rural             77.35 17.4    never smoked      0
##  [ reached 'max' / getOption("max.print") -- omitted 21018 rows ]
ggplot(no_na_for_smoking_status, aes(smoking_status, age, color = stroke)) + 
  geom_boxplot() + 
  ggtitle("Distribution for age vs smoking_status on stroke")

select_smoke <- select(no_na_for_smoking_status, c('smoking_status','stroke'))
smoke_effect <- select_smoke %>% group_by(smoking_status, stroke) %>% count(stroke)
ggplot(smoke_effect, aes(smoking_status, n, fill = stroke)) + 
  geom_bar(stat = 'identity', position='fill') + 
  ggtitle("Distribution for smoking_status on stroke")

After the analysis of smoking status against stroke where 0 is No and 1 is Yes, we notice that smoking status does not really have an effect on stroke. According to the graph, we see that people who formerly smoked have more tendency to get strokes than people who never smoked and are still smoking. The boxplot distribution then shows that age is indeed has a great effect on stroke, we see that people approximately above 45 and formerly smoked have strokes under a normal distribution and younger people across all distribution do not have strokes.

#install.packages("DataExplorer")
library(DataExplorer)
#checking the unknown value in smoking_status
plot_bar(brainData$smoking_status)

#age continuous to discrete 
#0-14 
#15-44
#45-64
# >64
brainData$ageGroup=cut(brainData$age, c(0, 14, 44, 64, Inf), c("0-14", "15-44", "45-64", ">64"), include.lowest=TRUE)
#brainData$ageGroup

#plot_bar(brainData$ageGroup,by =brainData$smoking_status)
#install.packages("ggstatsplot")
library(ggstatsplot)
## You can cite this package as:
##      Patil, I. (2021). Visualizations with statistical details: The 'ggstatsplot' approach.
##      Journal of Open Source Software, 6(61), 3167, doi:10.21105/joss.03167
ggbarstats(data=brainData,x=ageGroup,y=smoking_status,label="both")

#maximum are in category of 0-14 so will fill the entries with never smokes 
brainData$glucoseGroup=cut(brainData$avg_glucose_level, c(0, 114, 140, Inf), c("Normal", "Prediabetes", "Diabetes"), include.lowest=TRUE)
#0-114 : Normal glucose level
#114-140 : Prediabetes
#140- infinity : Diabetes 
ggbarstats(data=brainData,x=glucoseGroup,y=ageGroup,label="both")

ggbarstats(data=brainData,x=glucoseGroup,y=smoking_status,label="both")

#glucoseGroup to stroke relations
ggbarstats(data=brainData,y=glucoseGroup,x=stroke,label="both")

#people with diabetes have a high chance of getting stroke 
brainData$bmiGroup=cut(brainData$bmi, c(0, 18.5, 24.9, 29.9,Inf), c("Underweight", "Healthy", "Overweight","Obese"), include.lowest=TRUE)

#If your BMI is less than 18.5, it falls within the underweight range.
#If your BMI is 18.5 to 24.9, it falls within the normal or Healthy Weight range.
#If your BMI is 25.0 to 29.9, it falls within the overweight range.
#If your BMI is 30.0 or higher, it falls within the obese range.

str(brainData)
## 'data.frame':    43400 obs. of  14 variables:
##  $ gender           : Factor w/ 3 levels "Female","Male",..: 2 2 1 1 2 1 1 1 1 1 ...
##  $ age              : num  3 58 8 70 14 47 52 75 32 74 ...
##  $ hypertension     : Factor w/ 2 levels "0","1": 1 2 1 1 1 1 1 1 1 2 ...
##  $ heart_disease    : Factor w/ 2 levels "0","1": 1 1 1 1 1 1 1 2 1 1 ...
##  $ ever_married     : Factor w/ 2 levels "No","Yes": 1 2 1 2 1 2 2 2 2 2 ...
##  $ work_type        : Factor w/ 5 levels "children","Govt_job",..: 1 4 4 4 3 4 4 5 4 5 ...
##  $ Residence_type   : Factor w/ 2 levels "Rural","Urban": 1 2 2 1 1 2 2 1 1 2 ...
##  $ avg_glucose_level: num  95.1 88 110.9 69 161.3 ...
##  $ bmi              : num  18 39.2 17.6 35.9 19.1 50.1 17.7 27 32.3 54.6 ...
##  $ smoking_status   : Factor w/ 4 levels "","formerly smoked",..: NA 3 NA 2 NA NA 2 3 4 3 ...
##  $ stroke           : Factor w/ 2 levels "0","1": 1 1 1 1 1 1 1 1 1 1 ...
##  $ ageGroup         : Factor w/ 4 levels "0-14","15-44",..: 1 3 1 4 1 3 3 4 2 4 ...
##  $ glucoseGroup     : Factor w/ 3 levels "Normal","Prediabetes",..: 1 1 1 1 3 3 1 3 1 3 ...
##  $ bmiGroup         : Factor w/ 4 levels "Underweight",..: 1 4 1 4 2 4 1 3 4 4 ...
ggbarstats(data=brainData,y=bmiGroup,x=stroke,label="both")

Summary Analysis of Average Glucose level

Histogram and Box Plot Distribution of Average Glucose Level

#histogram for Average Glucose Level
library(ggplot2)
ggplot(data=brainData, aes(avg_glucose_level)) +
geom_histogram(col="black",
fill="blue") +
labs(x="Avg Glucose Level", y="frequency") +
labs(title="Distribution for Average Glucose Level")
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

#Boxplot for average glucose level
ggplot(data = brainData, mapping = aes( y = avg_glucose_level)) +
  geom_boxplot()

#install.packages("flextable")
library(flextable)
## 
## Attaching package: 'flextable'
## The following object is masked from 'package:purrr':
## 
##     compose
library(SmartEDA) 
## Registered S3 method overwritten by 'GGally':
##   method from   
##   +.gg   ggplot2
ExpNumStat(brainData, by="GA", gp="stroke", Outlier=TRUE, Qnt = c(.25, .75), round = 2) %>% flextable()
#outliers
#library(performance)
#plot(check_outliers(brainData$avg_glucose_level, method = "zscore"))
#removing outliers for Glucose from the data 
#brainData_removedOutlierGlucose = 

quartiles <- quantile(brainData$avg_glucose_level, probs=c(.25, .75), na.rm = FALSE)
IQR <- IQR(brainData$avg_glucose_level)
 
Lower <- quartiles[1] - 1.5*IQR
Upper <- quartiles[2] + 1.5*IQR 
#since all the missing values are for stroke =0 entries, we will directly drop it

data_no_outlier = brainData
#data_no_outlier$avg_glucose_level <- replace(data_no_outlier$avg_glucose_level,data_no_outlier$avg_glucose_level > Upper, NA)

 
data_no_outlier <- subset(brainData, brainData$avg_glucose_level > Lower & brainData$avg_glucose_level < Upper)
dim(brainData)
## [1] 43400    14
dim(data_no_outlier)
## [1] 38422    14
#Histogram for average glucose level after removing outlier
ggplot(data=data_no_outlier, aes(avg_glucose_level)) +
geom_histogram(col="black",
fill="blue") +
labs(x="Avg Glucose Level", y="frequency") +
labs(title="Distribution for Average Glucose Level")
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

#Boxplot for average glucose level after removing outlier
ggplot(data =data_no_outlier, mapping = aes( y = avg_glucose_level)) +
  geom_boxplot()

ExpNumStat(data_no_outlier, by="GA", gp="stroke", Outlier=TRUE, Qnt = c(.25, .75), round = 2) %>% flextable()

Checking Normality using qq plot

library(ggplot2)
#qq plot for checking normality 
plot_qq(brainData, by = "stroke") 

plot_qq(data_no_outlier, by = "stroke")

#Shapiro-Wilk Normality test.

#install.packages("ggpubr")

library(ggpubr)
## 
## Attaching package: 'ggpubr'
## The following objects are masked from 'package:flextable':
## 
##     border, font, rotate
#ggqqplot(brainData, "avg_glucose_level", facet.by = "stroke")
ggqqplot(brainData, "avg_glucose_level")

ggqqplot(data_no_outlier, "avg_glucose_level")

As seen from above plots, average glucose level curve is more close to a normal distribution after removing outliers.

# Fit the model
model <- glm( stroke ~ avg_glucose_level , data = brainData, family = binomial)
# Summarize the model
summary(model)
## 
## Call:
## glm(formula = stroke ~ avg_glucose_level, family = binomial, 
##     data = brainData)
## 
## Deviance Residuals: 
##     Min       1Q   Median       3Q      Max  
## -0.4482  -0.1866  -0.1690  -0.1575   3.0364  
## 
## Coefficients:
##                     Estimate Std. Error z value Pr(>|z|)    
## (Intercept)       -5.1482016  0.0888712  -57.93   <2e-16 ***
## avg_glucose_level  0.0099667  0.0006309   15.80   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 7839.4  on 43399  degrees of freedom
## Residual deviance: 7625.2  on 43398  degrees of freedom
## AIC: 7629.2
## 
## Number of Fisher Scoring iterations: 7
#(model.null - model.proposed)/model.null

# Fit the model
model1 <- glm( stroke ~ glucoseGroup , data = brainData, family = binomial)
# Summarize the model
summary(model1)
## 
## Call:
## glm(formula = stroke ~ glucoseGroup, family = binomial, data = brainData)
## 
## Deviance Residuals: 
##     Min       1Q   Median       3Q      Max  
## -0.2992  -0.1654  -0.1654  -0.1654   2.9322  
## 
## Coefficients:
##                         Estimate Std. Error z value Pr(>|z|)    
## (Intercept)             -4.28507    0.04741 -90.381   <2e-16 ***
## glucoseGroupPrediabetes  0.09157    0.13947   0.657    0.511    
## glucoseGroupDiabetes     1.20138    0.07797  15.409   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 7839.4  on 43399  degrees of freedom
## Residual deviance: 7629.0  on 43397  degrees of freedom
## AIC: 7635
## 
## Number of Fisher Scoring iterations: 7
#(model1.null - model1.proposed)/model1.null

Equation would be : p = exp(-5.15 + 0.010*avg_glucose_level)/ [1 + exp(-5.15 + 0.010*avg_glucose_level)] With the low value of p we can reject our null hypothesis and thus, avg_glucose_level is closely related to stroke

# Fit the model
model2 <- glm( stroke ~ glucoseGroup , data = brainData, family = binomial)
# Summarize the model
summary(model2)
## 
## Call:
## glm(formula = stroke ~ glucoseGroup, family = binomial, data = brainData)
## 
## Deviance Residuals: 
##     Min       1Q   Median       3Q      Max  
## -0.2992  -0.1654  -0.1654  -0.1654   2.9322  
## 
## Coefficients:
##                         Estimate Std. Error z value Pr(>|z|)    
## (Intercept)             -4.28507    0.04741 -90.381   <2e-16 ***
## glucoseGroupPrediabetes  0.09157    0.13947   0.657    0.511    
## glucoseGroupDiabetes     1.20138    0.07797  15.409   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 7839.4  on 43399  degrees of freedom
## Residual deviance: 7629.0  on 43397  degrees of freedom
## AIC: 7635
## 
## Number of Fisher Scoring iterations: 7
model2.null <- model2$null.deviance/-2 
model2.proposed <- model2$deviance/-2
(model2.null - model2.proposed)/model2.null
## [1] 0.02683411

log(odds) of stroke that a normal person has stroke are : -4.28507 + 0.09157x0 + 1.20138x0 log(odds) of stroke that a prediabetes person has stroke are : -4.28507 + 0.09157x1 + 1.20138x0 log(odds) of stroke that a diabetes person has stroke are : -4.28507 + 0.09157x0 + 1.20138x1

Checking for all variables

# Fit the model
model2 <- glm( stroke ~. , data = brainData, family = binomial)
## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred
# Summarize the model
summary(model2)
## 
## Call:
## glm(formula = stroke ~ ., family = binomial, data = brainData)
## 
## Deviance Residuals: 
##     Min       1Q   Median       3Q      Max  
## -0.8218  -0.2250  -0.1335  -0.0588   3.6737  
## 
## Coefficients:
##                              Estimate Std. Error z value Pr(>|z|)    
## (Intercept)                -2.826e+01  5.074e+02  -0.056 0.955576    
## genderMale                 -5.850e-03  8.538e-02  -0.069 0.945376    
## genderOther                -1.389e+01  3.317e+03  -0.004 0.996658    
## age                         5.864e-02  7.726e-03   7.589 3.21e-14 ***
## hypertension1               3.272e-01  9.433e-02   3.469 0.000523 ***
## heart_disease1              5.839e-01  1.050e-01   5.562 2.67e-08 ***
## ever_marriedYes            -1.809e-01  1.402e-01  -1.290 0.197129    
## work_typeGovt_job           9.975e+00  3.640e+02   0.027 0.978136    
## work_typeNever_worked      -2.739e+00  1.034e+03  -0.003 0.997887    
## work_typePrivate            1.013e+01  3.640e+02   0.028 0.977791    
## work_typeSelf-employed      1.007e+01  3.640e+02   0.028 0.977932    
## Residence_typeUrban         2.046e-02  8.194e-02   0.250 0.802786    
## avg_glucose_level           1.723e-03  2.048e-03   0.841 0.400350    
## bmi                        -1.131e-02  1.237e-02  -0.914 0.360722    
## smoking_statusnever smoked -5.165e-02  9.461e-02  -0.546 0.585136    
## smoking_statussmokes        1.743e-01  1.159e-01   1.503 0.132734    
## ageGroup15-44               1.027e+01  3.537e+02   0.029 0.976833    
## ageGroup45-64               1.105e+01  3.537e+02   0.031 0.975075    
## ageGroup>64                 1.115e+01  3.537e+02   0.032 0.974857    
## glucoseGroupPrediabetes     3.139e-02  1.799e-01   0.174 0.861473    
## glucoseGroupDiabetes        2.853e-01  2.600e-01   1.097 0.272549    
## bmiGroupHealthy            -1.968e-01  3.898e-01  -0.505 0.613673    
## bmiGroupOverweight          1.151e-01  3.978e-01   0.289 0.772246    
## bmiGroupObese              -1.338e-01  4.395e-01  -0.305 0.760735    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 6180.4  on 30107  degrees of freedom
## Residual deviance: 5191.9  on 30084  degrees of freedom
##   (13292 observations deleted due to missingness)
## AIC: 5239.9
## 
## Number of Fisher Scoring iterations: 18
model2.null <- model2$null.deviance/-2 
model2.proposed <- model2$deviance/-2
(model2.null - model2.proposed)/model2.null
## [1] 0.1599375
#concise box plot for numeric variables
plot_boxplot(brainData, by = "stroke")

plot_boxplot(data_no_outlier, by = "stroke")

Converting Glucose into Categorical variable and testing the results

library(SmartEDA) 
# percent of people with and without stroke for glucose level in three categories 
ExpCatViz(
  brainData %>% 
    select(stroke, glucoseGroup), 
  target="stroke",col=c("Blue", "red"))
## [[1]]

#density plot of 3 numeric groupp age,avg_glucose_level, bmi
#plot_density(brainData)

#install.packages("flextable")
#checking correlation
ggcorrmat(
  data   = brainData,
  type   = "np",
  output = "dataframe"
) %>% 
  mutate_if(is.numeric, ~round(., 3)) %>% 
  flextable()

Checking Plots for Correlation

#install.packages("dlookr")
#library(dlookr)
#checking various plots for correlation
#plot_correlate(brainData, method = "kendall")
#ggscatterstats(
#  data = brainData,
#  x = age,
#  y = avg_glucose_level,
#  type = "np" # try the "robust" correlation too! It might be even better here
  #, marginal.type = "boxplot"
#)
#install.packages("PerformanceAnalytics")


library(PerformanceAnalytics)
## Loading required package: xts
## Loading required package: zoo
## 
## Attaching package: 'zoo'
## The following objects are masked from 'package:base':
## 
##     as.Date, as.Date.numeric
## 
## Attaching package: 'xts'
## The following objects are masked from 'package:dplyr':
## 
##     first, last
## 
## Attaching package: 'PerformanceAnalytics'
## The following objects are masked from 'package:moments':
## 
##     kurtosis, skewness
## The following object is masked from 'package:graphics':
## 
##     legend
#chart.Correlation(brainData %>% select(-glucoseGroup), method = "kendall") 

Removing Outlier

#brainData[brainData == ''] <- NA
#no_na_for_smoking_status <- subset(brainData, !is.na(smoking_status))
#no_na_for_smoking_status
#
#without avg_glucose_level outliers : data_no_outlier


quartiles <- quantile(brainData$avg_glucose_level, probs=c(.25, .75), na.rm = FALSE)
IQR <- IQR(brainData$avg_glucose_level)
 
Lower <- quartiles[1] - 1.5*IQR
Upper <- quartiles[2] + 1.5*IQR 
#since all the missing values are for stroke =0 entries, we will directly drop it

data_no_outlier = brainData
data_no_outlier <- subset(brainData, brainData$avg_glucose_level > Lower & brainData$avg_glucose_level < Upper)
dim(brainData)
## [1] 43400    14
dim(data_no_outlier)
## [1] 38422    14
#data_no_outlier[data_no_outlier == ''] <- NA
#data_no_outlier<- subset(data_no_outlier, !is.na(smoking_status))
data_no_outlier <- subset(data_no_outlier, data_no_outlier$smoking_status != '' )
dim(data_no_outlier)
## [1] 25967    14
quartiles_bmi <- quantile(data_no_outlier$bmi, probs=c(.25, .75), na.rm = FALSE)
IQR_bmi <- IQR(data_no_outlier$bmi)
Lower_bmi <- quartiles_bmi[1] - 1.5*IQR_bmi
Upper_bmi <- quartiles_bmi[2] + 1.5*IQR_bmi
#since all the missing values are for stroke =0 entries, we will directly drop it
data_no_outlier <- subset(data_no_outlier, data_no_outlier$bmi > Lower_bmi & data_no_outlier$bmi< Upper_bmi)
#dim(brainData)
dim(data_no_outlier)
## [1] 25200    14
#
yes_outlier <- subset(data_no_outlier, data_no_outlier$stroke == 1)
no_outlier <- subset(data_no_outlier, data_no_outlier$stroke == 0)
nrow(yes_outlier)
## [1] 416
nrow(no_outlier)
## [1] 24784
df_hypertension_stroke <- data_no_outlier %>%
  group_by(hypertension, stroke) %>%
  count(stroke)
#xkabledply(df_hypertension_stroke)
df_hypertension_stroke
## # A tibble: 4 × 3
## # Groups:   hypertension, stroke [4]
##   hypertension stroke     n
##   <fct>        <fct>  <int>
## 1 0            0      22525
## 2 0            1        311
## 3 1            0       2259
## 4 1            1        105
df_hypertension_stroke %>%
ggplot(mapping = aes(x = hypertension, y = n, fill = factor(stroke))) +
  geom_bar(stat = "identity", position = "fill") +
  labs(title = "Percentage of subjects with Hypertension vs. without Hypertension", 
       x = "Hypertension", 
       y = "Percentage") +
  scale_fill_brewer(palette = "Paired")

str(brainData)
## 'data.frame':    43400 obs. of  14 variables:
##  $ gender           : Factor w/ 3 levels "Female","Male",..: 2 2 1 1 2 1 1 1 1 1 ...
##  $ age              : num  3 58 8 70 14 47 52 75 32 74 ...
##  $ hypertension     : Factor w/ 2 levels "0","1": 1 2 1 1 1 1 1 1 1 2 ...
##  $ heart_disease    : Factor w/ 2 levels "0","1": 1 1 1 1 1 1 1 2 1 1 ...
##  $ ever_married     : Factor w/ 2 levels "No","Yes": 1 2 1 2 1 2 2 2 2 2 ...
##  $ work_type        : Factor w/ 5 levels "children","Govt_job",..: 1 4 4 4 3 4 4 5 4 5 ...
##  $ Residence_type   : Factor w/ 2 levels "Rural","Urban": 1 2 2 1 1 2 2 1 1 2 ...
##  $ avg_glucose_level: num  95.1 88 110.9 69 161.3 ...
##  $ bmi              : num  18 39.2 17.6 35.9 19.1 50.1 17.7 27 32.3 54.6 ...
##  $ smoking_status   : Factor w/ 4 levels "","formerly smoked",..: NA 3 NA 2 NA NA 2 3 4 3 ...
##  $ stroke           : Factor w/ 2 levels "0","1": 1 1 1 1 1 1 1 1 1 1 ...
##  $ ageGroup         : Factor w/ 4 levels "0-14","15-44",..: 1 3 1 4 1 3 3 4 2 4 ...
##  $ glucoseGroup     : Factor w/ 3 levels "Normal","Prediabetes",..: 1 1 1 1 3 3 1 3 1 3 ...
##  $ bmiGroup         : Factor w/ 4 levels "Underweight",..: 1 4 1 4 2 4 1 3 4 4 ...
df_count_hyptension_with_age = group_by(brainData, age, hypertension) %>% count(hypertension)
#df_count_hyptension_with_age

hypertension_positive = subset(df_count_hyptension_with_age, df_count_hyptension_with_age$hypertension==1)
#hypertension_positive
ggplot(hypertension_positive, mapping = aes(x=age, y=n)) + geom_point(alpha=0.5) + geom_smooth(method="loess",span=0.3)+
  labs(title="trend of number of hypertension cases with age", subtitle="Age distibution",x="Age",y="Number of subjects with hypertension")
## `geom_smooth()` using formula 'y ~ x'

As we can see from the graph that the number of hypertension cases increases with the age due to multiple biological factors. From the above charts, we see that the number of strokes is correlated to the hypertension status of the subject. But hypertension is in-turn correlated to age.

Data Analysis for Heart Disease

select_heart_disease <- select(brainData, c('heart_disease','stroke'))
heart_effect <- select_heart_disease %>% group_by(heart_disease, stroke) %>% count(stroke)
ggplot(heart_effect, aes(heart_disease, n, fill = stroke)) + 
  geom_bar(stat = 'identity', position='fill') + 
  ggtitle("Distribution for heart disease on stroke")

ggplot(brainData, aes(heart_disease, age, color = stroke)) + 
  geom_boxplot() + 
  ggtitle("Distribution for age vs heart_disease on stroke")

count_heart_disease_with_age = group_by(brainData, age, heart_disease) %>% count(heart_disease)

heart_disease_positive = subset(count_heart_disease_with_age, count_heart_disease_with_age$heart_disease==1)

ggplot(heart_disease_positive, mapping = aes(x=age, y=n)) +
  geom_point() + 
  geom_smooth(method="loess",span=0.3) +
  labs(title="Trend of number of heart disease cases with age", subtitle="Age distribution",x="Age",y="Number of subjects with heart disease")
## `geom_smooth()` using formula 'y ~ x'

#install.packages("caret") #for upsample function we need this library
# after installing this library, I faced an error with rlang version. So simply uninstall rlang and reinstall
# remove.packages("rlang")
#install.packages("rlang")
library("caret")
## Loading required package: lattice
## 
## Attaching package: 'caret'
## The following object is masked from 'package:purrr':
## 
##     lift
up_sample_data = upSample(x=data_no_outlier[,-11], y=data_no_outlier$stroke)

table(up_sample_data$Class)# by default the name of dependent variable is changed to class.
## 
##     0     1 
## 24784 24784
colnames(up_sample_data)[14] <- "stroke"
str(up_sample_data)
## 'data.frame':    49568 obs. of  14 variables:
##  $ gender           : Factor w/ 3 levels "Female","Male",..: 2 1 1 1 2 1 1 1 2 1 ...
##  $ age              : num  58 70 52 32 79 37 37 40 35 20 ...
##  $ hypertension     : Factor w/ 2 levels "0","1": 2 1 1 1 1 1 1 1 1 1 ...
##  $ heart_disease    : Factor w/ 2 levels "0","1": 1 1 1 1 2 1 1 1 1 1 ...
##  $ ever_married     : Factor w/ 2 levels "No","Yes": 2 2 2 2 2 2 2 2 1 1 ...
##  $ work_type        : Factor w/ 5 levels "children","Govt_job",..: 4 4 4 4 4 4 4 4 4 4 ...
##  $ Residence_type   : Factor w/ 2 levels "Rural","Urban": 2 1 2 1 2 1 1 1 1 2 ...
##  $ avg_glucose_level: num  88 69 77.6 77.7 57.1 ...
##  $ bmi              : num  39.2 35.9 17.7 32.3 22 39.4 26.1 42.4 33 19.7 ...
##  $ smoking_status   : Factor w/ 4 levels "","formerly smoked",..: 3 2 2 4 2 3 2 3 3 4 ...
##  $ ageGroup         : Factor w/ 4 levels "0-14","15-44",..: 3 4 3 2 4 2 2 2 2 2 ...
##  $ glucoseGroup     : Factor w/ 3 levels "Normal","Prediabetes",..: 1 1 1 1 1 3 1 1 1 1 ...
##  $ bmiGroup         : Factor w/ 4 levels "Underweight",..: 4 4 1 4 2 4 3 4 4 2 ...
##  $ stroke           : Factor w/ 2 levels "0","1": 1 1 1 1 1 1 1 1 1 1 ...
chisquare_for_dataset <- function(df) {     # defined a function to call chisquare test on different datasets. Created this function as it is getting called twice
contable_gender = table(df$gender, df$stroke)
contable_age = table(df$age, df$stroke)
contable_hypertension = table(df$hypertension, df$stroke)
contable_heart_disease = table(df$heart_disease, df$stroke)
contable_ever_married = table(df$ever_married, df$stroke)
contable_work_type = table(df$work_type, df$stroke)
contable_Residence_type = table(df$Residence_type, df$stroke)
contable_avg_glucose_level = table(df$avg_glucose_level, df$stroke)
contable_bmi = table(df$bmi, df$stroke)
contable_smoking_status = table(df$smoking_status, df$stroke)
contable_bmi_group = table(df$bmiGroup, df$stroke)


chitest_gender = chisq.test(contable_gender)
chitest_age = chisq.test(contable_age)
chitest_hypertension = chisq.test(contable_hypertension)
chitest_heart_disease = chisq.test(contable_heart_disease)
chitest_ever_married = chisq.test(contable_ever_married)
chitest_work_type = chisq.test(contable_work_type)
chitest_Residence_type = chisq.test(contable_Residence_type)
chitest_avg_glucose_level = chisq.test(contable_avg_glucose_level)
chitest_bmi = chisq.test(contable_bmi)
chitest_smoking_status = chisq.test(contable_smoking_status)
chitest_bmi_group = chisq.test(contable_bmi_group)

print(chitest_gender)
print(chitest_age)
print(chitest_hypertension)
print(chitest_heart_disease)
print(chitest_ever_married)
print(chitest_work_type)
print(chitest_Residence_type)
print(chitest_avg_glucose_level)
print(chitest_bmi)
print(chitest_smoking_status)
print(chitest_bmi_group)
}
print("For up sampled dataset")
## [1] "For up sampled dataset"
chisquare_for_dataset(up_sample_data)
## Warning in chisq.test(contable_gender): Chi-squared approximation may be
## incorrect
## Warning in chisq.test(contable_avg_glucose_level): Chi-squared approximation may
## be incorrect
## Warning in chisq.test(contable_bmi): Chi-squared approximation may be incorrect
## Warning in chisq.test(contable_smoking_status): Chi-squared approximation may be
## incorrect
## 
##  Pearson's Chi-squared test
## 
## data:  contable_gender
## X-squared = 143.17, df = 2, p-value < 2.2e-16
## 
## 
##  Pearson's Chi-squared test
## 
## data:  contable_age
## X-squared = 18452, df = 72, p-value < 2.2e-16
## 
## 
##  Pearson's Chi-squared test with Yates' continuity correction
## 
## data:  contable_hypertension
## X-squared = 2262.4, df = 1, p-value < 2.2e-16
## 
## 
##  Pearson's Chi-squared test with Yates' continuity correction
## 
## data:  contable_heart_disease
## X-squared = 2408.3, df = 1, p-value < 2.2e-16
## 
## 
##  Pearson's Chi-squared test with Yates' continuity correction
## 
## data:  contable_ever_married
## X-squared = 2266.2, df = 1, p-value < 2.2e-16
## 
## 
##  Pearson's Chi-squared test
## 
## data:  contable_work_type
## X-squared = 2869.7, df = 4, p-value < 2.2e-16
## 
## 
##  Pearson's Chi-squared test with Yates' continuity correction
## 
## data:  contable_Residence_type
## X-squared = 43.526, df = 1, p-value = 4.183e-11
## 
## 
##  Pearson's Chi-squared test
## 
## data:  contable_avg_glucose_level
## X-squared = 44077, df = 7938, p-value < 2.2e-16
## 
## 
##  Pearson's Chi-squared test
## 
## data:  contable_bmi
## X-squared = 10334, df = 314, p-value < 2.2e-16
## 
## 
##  Pearson's Chi-squared test
## 
## data:  contable_smoking_status
## X-squared = NaN, df = 3, p-value = NA
## 
## 
##  Pearson's Chi-squared test
## 
## data:  contable_bmi_group
## X-squared = 865.16, df = 3, p-value < 2.2e-16
# remotes::install_github("cran/DMwR")
library(DMwR)
## Loading required package: grid
## Registered S3 method overwritten by 'quantmod':
##   method            from
##   as.zoo.data.frame zoo
table(data_no_outlier$stroke)
## 
##     0     1 
## 24784   416
#use SMOTE to create new dataset that is more balanced
balanced_df <- SMOTE(stroke ~ ., data_no_outlier, perc.over = 2000, perc.under = 200)
#minority => 2000/100 =20 so 20*(strok1Observations=416) #upsampling 
#200/100 =2, make the majority observation 2 time the minority observations #downsampling 

#view distribution of response variable in new dataset
table(balanced_df$stroke)
## 
##     0     1 
## 16640  8736
print("For SMOTE upsampled dataset")
## [1] "For SMOTE upsampled dataset"
chisquare_for_dataset(balanced_df)
## Warning in chisq.test(contable_gender): Chi-squared approximation may be
## incorrect
## Warning in chisq.test(contable_age): Chi-squared approximation may be incorrect
## Warning in chisq.test(contable_avg_glucose_level): Chi-squared approximation may
## be incorrect
## Warning in chisq.test(contable_bmi): Chi-squared approximation may be incorrect
## Warning in chisq.test(contable_smoking_status): Chi-squared approximation may be
## incorrect
## 
##  Pearson's Chi-squared test
## 
## data:  contable_gender
## X-squared = 279.32, df = 2, p-value < 2.2e-16
## 
## 
##  Pearson's Chi-squared test
## 
## data:  contable_age
## X-squared = 23096, df = 8190, p-value < 2.2e-16
## 
## 
##  Pearson's Chi-squared test with Yates' continuity correction
## 
## data:  contable_hypertension
## X-squared = 3476.4, df = 1, p-value < 2.2e-16
## 
## 
##  Pearson's Chi-squared test with Yates' continuity correction
## 
## data:  contable_heart_disease
## X-squared = 4237, df = 1, p-value < 2.2e-16
## 
## 
##  Pearson's Chi-squared test with Yates' continuity correction
## 
## data:  contable_ever_married
## X-squared = 32.758, df = 1, p-value = 1.044e-08
## 
## 
##  Pearson's Chi-squared test
## 
## data:  contable_work_type
## X-squared = 1588.6, df = 4, p-value < 2.2e-16
## 
## 
##  Pearson's Chi-squared test with Yates' continuity correction
## 
## data:  contable_Residence_type
## X-squared = 4.2018, df = 1, p-value = 0.04038
## 
## 
##  Pearson's Chi-squared test
## 
## data:  contable_avg_glucose_level
## X-squared = 24355, df = 14508, p-value < 2.2e-16
## 
## 
##  Pearson's Chi-squared test
## 
## data:  contable_bmi
## X-squared = 23606, df = 8622, p-value < 2.2e-16
## 
## 
##  Pearson's Chi-squared test
## 
## data:  contable_smoking_status
## X-squared = NaN, df = 3, p-value = NA
## 
## 
##  Pearson's Chi-squared test
## 
## data:  contable_bmi_group
## X-squared = 230.73, df = 3, p-value < 2.2e-16

Effect of work type

ggplot(data = brainData, mapping = aes(x = work_type, y = age)) +
  geom_boxplot()

select_heart_disease <- select(brainData, c('work_type','stroke'))
workType_effect <- select_heart_disease %>% group_by(work_type, stroke) %>% count(stroke)
ggplot(workType_effect, aes(work_type, n, fill = stroke)) + 
  geom_bar(stat = 'identity', position='fill') + 
  ggtitle("Distribution for Work Type on stroke")

ggplot(brainData, aes(work_type, age, color = stroke)) + 
  geom_boxplot() + 
  ggtitle("Distribution for age vs work_type on stroke")

#checking on balanced dataset 
ggplot(data = balanced_df, mapping = aes(x = work_type, y = age)) +
  geom_boxplot()

select_heart_disease <- select(balanced_df, c('work_type','stroke'))
workType_effect <- select_heart_disease %>% group_by(work_type, stroke) %>% count(stroke)
ggplot(workType_effect, aes(work_type, n, fill = stroke)) + 
  geom_bar(stat = 'identity', position='fill') + 
  ggtitle("Distribution for Work Type on stroke")

ggplot(balanced_df, aes(work_type, age, color = stroke)) + 
  geom_boxplot() + 
  ggtitle("Distribution for age vs work_type on stroke")

From the box plot people with govt_job, private and self-employed are more likely to get heart stroke. But when comparing with age, this might be because people who have stroke in these 3 categories are older. So age might be contributing to this dependence.

#model2 <- glm( stroke ~. , data = balanced_df, family = binomial)
# Summarize the model
#summary(model2)

Data Analysis for Ever Married

ggplot(data = brainData, mapping = aes(x = ever_married, y = age)) +
  geom_boxplot()

select_married <- select(brainData, c('ever_married','stroke'))
married_effect <- select_married %>% group_by(ever_married, stroke) %>% count(stroke)
ggplot(married_effect, aes(ever_married, n, fill = stroke)) + 
  geom_bar(stat = 'identity', position='fill') + 
  ggtitle("Distribution for Marriage Status on stroke")

ggplot(brainData, aes(ever_married, age, color = stroke)) + 
  geom_boxplot() + 
  ggtitle("Distribution for age vs ever_married on stroke")

#checking on balanced dataset 
ggplot(data = balanced_df, mapping = aes(x = ever_married, y = age)) +
  geom_boxplot()

select_married <- select(balanced_df, c('ever_married','stroke'))
married_effect <- select_married %>% group_by(ever_married, stroke) %>% count(stroke)
ggplot(married_effect, aes(ever_married, n, fill = stroke)) + 
  geom_bar(stat = 'identity', position='fill') + 
  ggtitle("Distribution for Marriage Status on stroke")

ggplot(balanced_df, aes(ever_married, age, color = stroke)) + 
  geom_boxplot() + 
  ggtitle("Distribution for age vs ever_married on stroke")

ttest

subset_stroke_1 = subset(balanced_df, balanced_df$stroke == 1)
subset_stroke_0 = subset(balanced_df, balanced_df$stroke == 0)


ttest2sample_age = t.test(subset_stroke_1$age, subset_stroke_0$age)
ttest2sample_bmi = t.test(subset_stroke_1$bmi, subset_stroke_0$bmi)
ttest2sample_glucose = t.test(subset_stroke_1$avg_glucose_level, subset_stroke_0$avg_glucose_level)

ttest2sample_age
## 
##  Welch Two Sample t-test
## 
## data:  subset_stroke_1$age and subset_stroke_0$age
## t = 133.28, df = 25200, p-value < 2.2e-16
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
##  22.64964 23.32579
## sample estimates:
## mean of x mean of y 
##  68.67653  45.68882
ttest2sample_bmi
## 
##  Welch Two Sample t-test
## 
## data:  subset_stroke_1$bmi and subset_stroke_0$bmi
## t = -4.0101, df = 23754, p-value = 6.088e-05
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
##  -0.3711981 -0.1274623
## sample estimates:
## mean of x mean of y 
##  28.56820  28.81753
ttest2sample_glucose
## 
##  Welch Two Sample t-test
## 
## data:  subset_stroke_1$avg_glucose_level and subset_stroke_0$avg_glucose_level
## t = 16.924, df = 19061, p-value < 2.2e-16
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
##  4.037413 5.095096
## sample estimates:
## mean of x mean of y 
##  95.75303  91.18678